From 262fca1d27e392a33acd6d14c04373ad24633643 Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Sun, 25 Aug 2024 12:46:49 +0200 Subject: [PATCH] update lectures week 35 --- doc/pub/week35/html/._week35-bs000.html | 6 +- doc/pub/week35/html/._week35-bs001.html | 8 +- doc/pub/week35/html/._week35-bs002.html | 6 +- doc/pub/week35/html/._week35-bs003.html | 6 +- doc/pub/week35/html/._week35-bs004.html | 6 +- doc/pub/week35/html/._week35-bs005.html | 6 +- doc/pub/week35/html/._week35-bs006.html | 6 +- doc/pub/week35/html/._week35-bs007.html | 6 +- doc/pub/week35/html/._week35-bs008.html | 6 +- doc/pub/week35/html/._week35-bs009.html | 6 +- doc/pub/week35/html/._week35-bs010.html | 6 +- doc/pub/week35/html/._week35-bs011.html | 6 +- doc/pub/week35/html/._week35-bs012.html | 6 +- doc/pub/week35/html/._week35-bs013.html | 6 +- doc/pub/week35/html/._week35-bs014.html | 6 +- doc/pub/week35/html/._week35-bs015.html | 6 +- doc/pub/week35/html/._week35-bs016.html | 6 +- doc/pub/week35/html/._week35-bs017.html | 6 +- doc/pub/week35/html/._week35-bs018.html | 6 +- doc/pub/week35/html/._week35-bs019.html | 6 +- doc/pub/week35/html/._week35-bs020.html | 6 +- doc/pub/week35/html/._week35-bs021.html | 6 +- doc/pub/week35/html/._week35-bs022.html | 6 +- doc/pub/week35/html/._week35-bs023.html | 6 +- doc/pub/week35/html/._week35-bs024.html | 6 +- doc/pub/week35/html/._week35-bs025.html | 6 +- doc/pub/week35/html/._week35-bs026.html | 6 +- doc/pub/week35/html/._week35-bs027.html | 6 +- doc/pub/week35/html/._week35-bs028.html | 6 +- doc/pub/week35/html/._week35-bs029.html | 6 +- doc/pub/week35/html/._week35-bs030.html | 6 +- doc/pub/week35/html/._week35-bs031.html | 6 +- doc/pub/week35/html/._week35-bs032.html | 6 +- doc/pub/week35/html/._week35-bs033.html | 6 +- doc/pub/week35/html/._week35-bs034.html | 6 +- doc/pub/week35/html/._week35-bs035.html | 6 +- doc/pub/week35/html/._week35-bs036.html | 6 +- doc/pub/week35/html/._week35-bs037.html | 6 +- doc/pub/week35/html/._week35-bs038.html | 6 +- doc/pub/week35/html/._week35-bs039.html | 6 +- doc/pub/week35/html/._week35-bs040.html | 6 +- doc/pub/week35/html/._week35-bs041.html | 8 +- doc/pub/week35/html/._week35-bs042.html | 6 +- doc/pub/week35/html/._week35-bs043.html | 6 +- doc/pub/week35/html/._week35-bs044.html | 6 +- doc/pub/week35/html/._week35-bs045.html | 6 +- doc/pub/week35/html/._week35-bs046.html | 6 +- doc/pub/week35/html/._week35-bs047.html | 6 +- doc/pub/week35/html/._week35-bs048.html | 6 +- doc/pub/week35/html/._week35-bs049.html | 6 +- doc/pub/week35/html/._week35-bs050.html | 6 +- doc/pub/week35/html/._week35-bs051.html | 6 +- doc/pub/week35/html/._week35-bs052.html | 6 +- doc/pub/week35/html/._week35-bs053.html | 6 +- doc/pub/week35/html/._week35-bs054.html | 6 +- doc/pub/week35/html/._week35-bs055.html | 6 +- doc/pub/week35/html/._week35-bs056.html | 6 +- doc/pub/week35/html/._week35-bs057.html | 6 +- doc/pub/week35/html/._week35-bs058.html | 6 +- doc/pub/week35/html/._week35-bs059.html | 6 +- doc/pub/week35/html/._week35-bs060.html | 6 +- doc/pub/week35/html/._week35-bs061.html | 6 +- doc/pub/week35/html/._week35-bs062.html | 6 +- doc/pub/week35/html/._week35-bs063.html | 6 +- doc/pub/week35/html/._week35-bs064.html | 6 +- doc/pub/week35/html/._week35-bs065.html | 6 +- doc/pub/week35/html/._week35-bs066.html | 6 +- doc/pub/week35/html/._week35-bs067.html | 6 +- doc/pub/week35/html/._week35-bs068.html | 6 +- doc/pub/week35/html/._week35-bs069.html | 6 +- doc/pub/week35/html/._week35-bs070.html | 6 +- doc/pub/week35/html/._week35-bs071.html | 6 +- doc/pub/week35/html/week35-bs.html | 6 +- doc/pub/week35/html/week35-reveal.html | 4 +- doc/pub/week35/html/week35-solarized.html | 8 +- doc/pub/week35/html/week35.html | 8 +- doc/pub/week35/ipynb/ipynb-week35-src.tar.gz | Bin 192 -> 191 bytes doc/pub/week35/ipynb/week35.ipynb | 860 +++++++++---------- doc/src/week35/week35.do.txt | 4 +- 79 files changed, 663 insertions(+), 663 deletions(-) diff --git a/doc/pub/week35/html/._week35-bs000.html b/doc/pub/week35/html/._week35-bs000.html index dece7c2e3..a463d20ef 100644 --- a/doc/pub/week35/html/._week35-bs000.html +++ b/doc/pub/week35/html/._week35-bs000.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
  • Linear Regression code, Intercept handling first
  • The Boston housing data example
  • Housing data, the code
    • -
  • Material for lecture Thursday, August 31
    • +
  • Material for lecture Monday, August 26
  • Mathematical Interpretation of Ordinary Least Squares
  • Residual Error
  • Simple case
    • diff --git a/doc/pub/week35/html/._week35-bs001.html b/doc/pub/week35/html/._week35-bs001.html index 43c40fcbb..9ae4b4464 100644 --- a/doc/pub/week35/html/._week35-bs001.html +++ b/doc/pub/week35/html/._week35-bs001.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
  • Linear Regression code, Intercept handling first
  • The Boston housing data example
  • Housing data, the code
    • -
  • Material for lecture Thursday, August 31
    • +
  • Material for lecture Monday, August 26
  • Mathematical Interpretation of Ordinary Least Squares
  • Residual Error
  • Simple case
    • @@ -373,7 +373,7 @@ MathJax.Hub.Config({
    1. Brief repetition from last week
      2. -
    2. Derivation of the equations for ordinary least squares
      3. +
    3. Discussions of the equations for ordinary least squares
    4. Discussion on how to prepare data and examples of applications of linear regression
    5. Material for the lecture on Monday: Mathematical interpretations of linear regression
    6. Monday: Ridge and Lasso regression and Singular Value Decomposition
      7. diff --git a/doc/pub/week35/html/._week35-bs002.html b/doc/pub/week35/html/._week35-bs002.html index 277455408..315de77ed 100644 --- a/doc/pub/week35/html/._week35-bs002.html +++ b/doc/pub/week35/html/._week35-bs002.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    7. Linear Regression code, Intercept handling first
    8. The Boston housing data example
    9. Housing data, the code
      10. -
    10. Material for lecture Thursday, August 31
      11. +
    11. Material for lecture Monday, August 26
    12. Mathematical Interpretation of Ordinary Least Squares
    13. Residual Error
    14. Simple case
      15. diff --git a/doc/pub/week35/html/._week35-bs003.html b/doc/pub/week35/html/._week35-bs003.html index c02e8f6fd..effb25bdb 100644 --- a/doc/pub/week35/html/._week35-bs003.html +++ b/doc/pub/week35/html/._week35-bs003.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    15. Linear Regression code, Intercept handling first
    16. The Boston housing data example
    17. Housing data, the code
      18. -
    18. Material for lecture Thursday, August 31
      19. +
    19. Material for lecture Monday, August 26
    20. Mathematical Interpretation of Ordinary Least Squares
    21. Residual Error
    22. Simple case
      23. diff --git a/doc/pub/week35/html/._week35-bs004.html b/doc/pub/week35/html/._week35-bs004.html index 90cb0959d..6effe0190 100644 --- a/doc/pub/week35/html/._week35-bs004.html +++ b/doc/pub/week35/html/._week35-bs004.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    23. Linear Regression code, Intercept handling first
    24. The Boston housing data example
    25. Housing data, the code
      26. -
    26. Material for lecture Thursday, August 31
      27. +
    27. Material for lecture Monday, August 26
    28. Mathematical Interpretation of Ordinary Least Squares
    29. Residual Error
    30. Simple case
      31. diff --git a/doc/pub/week35/html/._week35-bs005.html b/doc/pub/week35/html/._week35-bs005.html index ded58820d..1f8405dda 100644 --- a/doc/pub/week35/html/._week35-bs005.html +++ b/doc/pub/week35/html/._week35-bs005.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    31. Linear Regression code, Intercept handling first
    32. The Boston housing data example
    33. Housing data, the code
      34. -
    34. Material for lecture Thursday, August 31
      35. +
    35. Material for lecture Monday, August 26
    36. Mathematical Interpretation of Ordinary Least Squares
    37. Residual Error
    38. Simple case
      39. diff --git a/doc/pub/week35/html/._week35-bs006.html b/doc/pub/week35/html/._week35-bs006.html index 27a3fe9cd..5ee85f944 100644 --- a/doc/pub/week35/html/._week35-bs006.html +++ b/doc/pub/week35/html/._week35-bs006.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    39. Linear Regression code, Intercept handling first
    40. The Boston housing data example
    41. Housing data, the code
      42. -
    42. Material for lecture Thursday, August 31
      43. +
    43. Material for lecture Monday, August 26
    44. Mathematical Interpretation of Ordinary Least Squares
    45. Residual Error
    46. Simple case
      47. diff --git a/doc/pub/week35/html/._week35-bs007.html b/doc/pub/week35/html/._week35-bs007.html index 7507a88f8..1e9ce4e00 100644 --- a/doc/pub/week35/html/._week35-bs007.html +++ b/doc/pub/week35/html/._week35-bs007.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    47. Linear Regression code, Intercept handling first
    48. The Boston housing data example
    49. Housing data, the code
      50. -
    50. Material for lecture Thursday, August 31
      51. +
    51. Material for lecture Monday, August 26
    52. Mathematical Interpretation of Ordinary Least Squares
    53. Residual Error
    54. Simple case
      55. diff --git a/doc/pub/week35/html/._week35-bs008.html b/doc/pub/week35/html/._week35-bs008.html index f21189fd2..8c2caec88 100644 --- a/doc/pub/week35/html/._week35-bs008.html +++ b/doc/pub/week35/html/._week35-bs008.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    55. Linear Regression code, Intercept handling first
    56. The Boston housing data example
    57. Housing data, the code
      58. -
    58. Material for lecture Thursday, August 31
      59. +
    59. Material for lecture Monday, August 26
    60. Mathematical Interpretation of Ordinary Least Squares
    61. Residual Error
    62. Simple case
      63. diff --git a/doc/pub/week35/html/._week35-bs009.html b/doc/pub/week35/html/._week35-bs009.html index 56472ad79..68f1c6901 100644 --- a/doc/pub/week35/html/._week35-bs009.html +++ b/doc/pub/week35/html/._week35-bs009.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    63. Linear Regression code, Intercept handling first
    64. The Boston housing data example
    65. Housing data, the code
      66. -
    66. Material for lecture Thursday, August 31
      67. +
    67. Material for lecture Monday, August 26
    68. Mathematical Interpretation of Ordinary Least Squares
    69. Residual Error
    70. Simple case
      71. diff --git a/doc/pub/week35/html/._week35-bs010.html b/doc/pub/week35/html/._week35-bs010.html index eb91dd405..689eeb7e4 100644 --- a/doc/pub/week35/html/._week35-bs010.html +++ b/doc/pub/week35/html/._week35-bs010.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    71. Linear Regression code, Intercept handling first
    72. The Boston housing data example
    73. Housing data, the code
      74. -
    74. Material for lecture Thursday, August 31
      75. +
    75. Material for lecture Monday, August 26
    76. Mathematical Interpretation of Ordinary Least Squares
    77. Residual Error
    78. Simple case
      79. diff --git a/doc/pub/week35/html/._week35-bs011.html b/doc/pub/week35/html/._week35-bs011.html index f8c386446..8db887866 100644 --- a/doc/pub/week35/html/._week35-bs011.html +++ b/doc/pub/week35/html/._week35-bs011.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    79. Linear Regression code, Intercept handling first
    80. The Boston housing data example
    81. Housing data, the code
      82. -
    82. Material for lecture Thursday, August 31
      83. +
    83. Material for lecture Monday, August 26
    84. Mathematical Interpretation of Ordinary Least Squares
    85. Residual Error
    86. Simple case
      87. diff --git a/doc/pub/week35/html/._week35-bs012.html b/doc/pub/week35/html/._week35-bs012.html index bef21dda8..bc697a8d3 100644 --- a/doc/pub/week35/html/._week35-bs012.html +++ b/doc/pub/week35/html/._week35-bs012.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    87. Linear Regression code, Intercept handling first
    88. The Boston housing data example
    89. Housing data, the code
      90. -
    90. Material for lecture Thursday, August 31
      91. +
    91. Material for lecture Monday, August 26
    92. Mathematical Interpretation of Ordinary Least Squares
    93. Residual Error
    94. Simple case
      95. diff --git a/doc/pub/week35/html/._week35-bs013.html b/doc/pub/week35/html/._week35-bs013.html index 2dde722fe..1d23712ec 100644 --- a/doc/pub/week35/html/._week35-bs013.html +++ b/doc/pub/week35/html/._week35-bs013.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    95. Linear Regression code, Intercept handling first
    96. The Boston housing data example
    97. Housing data, the code
      98. -
    98. Material for lecture Thursday, August 31
      99. +
    99. Material for lecture Monday, August 26
    100. Mathematical Interpretation of Ordinary Least Squares
    101. Residual Error
    102. Simple case
      103. diff --git a/doc/pub/week35/html/._week35-bs014.html b/doc/pub/week35/html/._week35-bs014.html index 1d94a7359..5af7ad834 100644 --- a/doc/pub/week35/html/._week35-bs014.html +++ b/doc/pub/week35/html/._week35-bs014.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    103. Linear Regression code, Intercept handling first
    104. The Boston housing data example
    105. Housing data, the code
      106. -
    106. Material for lecture Thursday, August 31
      107. +
    107. Material for lecture Monday, August 26
    108. Mathematical Interpretation of Ordinary Least Squares
    109. Residual Error
    110. Simple case
      111. diff --git a/doc/pub/week35/html/._week35-bs015.html b/doc/pub/week35/html/._week35-bs015.html index 7d75e6151..1e6072630 100644 --- a/doc/pub/week35/html/._week35-bs015.html +++ b/doc/pub/week35/html/._week35-bs015.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    111. Linear Regression code, Intercept handling first
    112. The Boston housing data example
    113. Housing data, the code
      114. -
    114. Material for lecture Thursday, August 31
      115. +
    115. Material for lecture Monday, August 26
    116. Mathematical Interpretation of Ordinary Least Squares
    117. Residual Error
    118. Simple case
      119. diff --git a/doc/pub/week35/html/._week35-bs016.html b/doc/pub/week35/html/._week35-bs016.html index f74c626fc..25ce3586d 100644 --- a/doc/pub/week35/html/._week35-bs016.html +++ b/doc/pub/week35/html/._week35-bs016.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    119. Linear Regression code, Intercept handling first
    120. The Boston housing data example
    121. Housing data, the code
      122. -
    122. Material for lecture Thursday, August 31
      123. +
    123. Material for lecture Monday, August 26
    124. Mathematical Interpretation of Ordinary Least Squares
    125. Residual Error
    126. Simple case
      127. diff --git a/doc/pub/week35/html/._week35-bs017.html b/doc/pub/week35/html/._week35-bs017.html index c6848eacf..c71bca0ba 100644 --- a/doc/pub/week35/html/._week35-bs017.html +++ b/doc/pub/week35/html/._week35-bs017.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    127. Linear Regression code, Intercept handling first
    128. The Boston housing data example
    129. Housing data, the code
      130. -
    130. Material for lecture Thursday, August 31
      131. +
    131. Material for lecture Monday, August 26
    132. Mathematical Interpretation of Ordinary Least Squares
    133. Residual Error
    134. Simple case
      135. diff --git a/doc/pub/week35/html/._week35-bs018.html b/doc/pub/week35/html/._week35-bs018.html index 0fa233fc3..4e50357d4 100644 --- a/doc/pub/week35/html/._week35-bs018.html +++ b/doc/pub/week35/html/._week35-bs018.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    135. Linear Regression code, Intercept handling first
    136. The Boston housing data example
    137. Housing data, the code
      138. -
    138. Material for lecture Thursday, August 31
      139. +
    139. Material for lecture Monday, August 26
    140. Mathematical Interpretation of Ordinary Least Squares
    141. Residual Error
    142. Simple case
      143. diff --git a/doc/pub/week35/html/._week35-bs019.html b/doc/pub/week35/html/._week35-bs019.html index ff299233e..ca5cca869 100644 --- a/doc/pub/week35/html/._week35-bs019.html +++ b/doc/pub/week35/html/._week35-bs019.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    143. Linear Regression code, Intercept handling first
    144. The Boston housing data example
    145. Housing data, the code
      146. -
    146. Material for lecture Thursday, August 31
      147. +
    147. Material for lecture Monday, August 26
    148. Mathematical Interpretation of Ordinary Least Squares
    149. Residual Error
    150. Simple case
      151. diff --git a/doc/pub/week35/html/._week35-bs020.html b/doc/pub/week35/html/._week35-bs020.html index 5dacb3bad..8ff2faa2b 100644 --- a/doc/pub/week35/html/._week35-bs020.html +++ b/doc/pub/week35/html/._week35-bs020.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    151. Linear Regression code, Intercept handling first
    152. The Boston housing data example
    153. Housing data, the code
      154. -
    154. Material for lecture Thursday, August 31
      155. +
    155. Material for lecture Monday, August 26
    156. Mathematical Interpretation of Ordinary Least Squares
    157. Residual Error
    158. Simple case
      159. diff --git a/doc/pub/week35/html/._week35-bs021.html b/doc/pub/week35/html/._week35-bs021.html index 3c9cfd3e3..f8a265d40 100644 --- a/doc/pub/week35/html/._week35-bs021.html +++ b/doc/pub/week35/html/._week35-bs021.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    159. Linear Regression code, Intercept handling first
    160. The Boston housing data example
    161. Housing data, the code
      162. -
    162. Material for lecture Thursday, August 31
      163. +
    163. Material for lecture Monday, August 26
    164. Mathematical Interpretation of Ordinary Least Squares
    165. Residual Error
    166. Simple case
      167. diff --git a/doc/pub/week35/html/._week35-bs022.html b/doc/pub/week35/html/._week35-bs022.html index c14066588..5e9c33046 100644 --- a/doc/pub/week35/html/._week35-bs022.html +++ b/doc/pub/week35/html/._week35-bs022.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    167. Linear Regression code, Intercept handling first
    168. The Boston housing data example
    169. Housing data, the code
      170. -
    170. Material for lecture Thursday, August 31
      171. +
    171. Material for lecture Monday, August 26
    172. Mathematical Interpretation of Ordinary Least Squares
    173. Residual Error
    174. Simple case
      175. diff --git a/doc/pub/week35/html/._week35-bs023.html b/doc/pub/week35/html/._week35-bs023.html index 5620d98e6..006420cef 100644 --- a/doc/pub/week35/html/._week35-bs023.html +++ b/doc/pub/week35/html/._week35-bs023.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    175. Linear Regression code, Intercept handling first
    176. The Boston housing data example
    177. Housing data, the code
      178. -
    178. Material for lecture Thursday, August 31
      179. +
    179. Material for lecture Monday, August 26
    180. Mathematical Interpretation of Ordinary Least Squares
    181. Residual Error
    182. Simple case
      183. diff --git a/doc/pub/week35/html/._week35-bs024.html b/doc/pub/week35/html/._week35-bs024.html index df002501b..4db24cb5d 100644 --- a/doc/pub/week35/html/._week35-bs024.html +++ b/doc/pub/week35/html/._week35-bs024.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    183. Linear Regression code, Intercept handling first
    184. The Boston housing data example
    185. Housing data, the code
      186. -
    186. Material for lecture Thursday, August 31
      187. +
    187. Material for lecture Monday, August 26
    188. Mathematical Interpretation of Ordinary Least Squares
    189. Residual Error
    190. Simple case
      191. diff --git a/doc/pub/week35/html/._week35-bs025.html b/doc/pub/week35/html/._week35-bs025.html index fc5d62398..bb7962cc1 100644 --- a/doc/pub/week35/html/._week35-bs025.html +++ b/doc/pub/week35/html/._week35-bs025.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    191. Linear Regression code, Intercept handling first
    192. The Boston housing data example
    193. Housing data, the code
      194. -
    194. Material for lecture Thursday, August 31
      195. +
    195. Material for lecture Monday, August 26
    196. Mathematical Interpretation of Ordinary Least Squares
    197. Residual Error
    198. Simple case
      199. diff --git a/doc/pub/week35/html/._week35-bs026.html b/doc/pub/week35/html/._week35-bs026.html index 5c1308a5e..4b85872e7 100644 --- a/doc/pub/week35/html/._week35-bs026.html +++ b/doc/pub/week35/html/._week35-bs026.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    199. Linear Regression code, Intercept handling first
    200. The Boston housing data example
    201. Housing data, the code
      202. -
    202. Material for lecture Thursday, August 31
      203. +
    203. Material for lecture Monday, August 26
    204. Mathematical Interpretation of Ordinary Least Squares
    205. Residual Error
    206. Simple case
      207. diff --git a/doc/pub/week35/html/._week35-bs027.html b/doc/pub/week35/html/._week35-bs027.html index fe56477ea..09f71ff06 100644 --- a/doc/pub/week35/html/._week35-bs027.html +++ b/doc/pub/week35/html/._week35-bs027.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    207. Linear Regression code, Intercept handling first
    208. The Boston housing data example
    209. Housing data, the code
      210. -
    210. Material for lecture Thursday, August 31
      211. +
    211. Material for lecture Monday, August 26
    212. Mathematical Interpretation of Ordinary Least Squares
    213. Residual Error
    214. Simple case
      215. diff --git a/doc/pub/week35/html/._week35-bs028.html b/doc/pub/week35/html/._week35-bs028.html index 2c50f39f7..7b8f178a4 100644 --- a/doc/pub/week35/html/._week35-bs028.html +++ b/doc/pub/week35/html/._week35-bs028.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    215. Linear Regression code, Intercept handling first
    216. The Boston housing data example
    217. Housing data, the code
      218. -
    218. Material for lecture Thursday, August 31
      219. +
    219. Material for lecture Monday, August 26
    220. Mathematical Interpretation of Ordinary Least Squares
    221. Residual Error
    222. Simple case
      223. diff --git a/doc/pub/week35/html/._week35-bs029.html b/doc/pub/week35/html/._week35-bs029.html index 8696c38c8..d848edb1d 100644 --- a/doc/pub/week35/html/._week35-bs029.html +++ b/doc/pub/week35/html/._week35-bs029.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    223. Linear Regression code, Intercept handling first
    224. The Boston housing data example
    225. Housing data, the code
      226. -
    226. Material for lecture Thursday, August 31
      227. +
    227. Material for lecture Monday, August 26
    228. Mathematical Interpretation of Ordinary Least Squares
    229. Residual Error
    230. Simple case
      231. diff --git a/doc/pub/week35/html/._week35-bs030.html b/doc/pub/week35/html/._week35-bs030.html index dbb6e01da..567d1e5be 100644 --- a/doc/pub/week35/html/._week35-bs030.html +++ b/doc/pub/week35/html/._week35-bs030.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    231. Linear Regression code, Intercept handling first
    232. The Boston housing data example
    233. Housing data, the code
      234. -
    234. Material for lecture Thursday, August 31
      235. +
    235. Material for lecture Monday, August 26
    236. Mathematical Interpretation of Ordinary Least Squares
    237. Residual Error
    238. Simple case
      239. diff --git a/doc/pub/week35/html/._week35-bs031.html b/doc/pub/week35/html/._week35-bs031.html index 34b84a9e5..479b6b551 100644 --- a/doc/pub/week35/html/._week35-bs031.html +++ b/doc/pub/week35/html/._week35-bs031.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    239. Linear Regression code, Intercept handling first
    240. The Boston housing data example
    241. Housing data, the code
      242. -
    242. Material for lecture Thursday, August 31
      243. +
    243. Material for lecture Monday, August 26
    244. Mathematical Interpretation of Ordinary Least Squares
    245. Residual Error
    246. Simple case
      247. diff --git a/doc/pub/week35/html/._week35-bs032.html b/doc/pub/week35/html/._week35-bs032.html index 670fccb71..eeee149e4 100644 --- a/doc/pub/week35/html/._week35-bs032.html +++ b/doc/pub/week35/html/._week35-bs032.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    247. Linear Regression code, Intercept handling first
    248. The Boston housing data example
    249. Housing data, the code
      250. -
    250. Material for lecture Thursday, August 31
      251. +
    251. Material for lecture Monday, August 26
    252. Mathematical Interpretation of Ordinary Least Squares
    253. Residual Error
    254. Simple case
      255. diff --git a/doc/pub/week35/html/._week35-bs033.html b/doc/pub/week35/html/._week35-bs033.html index e2db58e5c..93d8dbb9e 100644 --- a/doc/pub/week35/html/._week35-bs033.html +++ b/doc/pub/week35/html/._week35-bs033.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    255. Linear Regression code, Intercept handling first
    256. The Boston housing data example
    257. Housing data, the code
      258. -
    258. Material for lecture Thursday, August 31
      259. +
    259. Material for lecture Monday, August 26
    260. Mathematical Interpretation of Ordinary Least Squares
    261. Residual Error
    262. Simple case
      263. diff --git a/doc/pub/week35/html/._week35-bs034.html b/doc/pub/week35/html/._week35-bs034.html index 318fa76a0..b6ae5b20c 100644 --- a/doc/pub/week35/html/._week35-bs034.html +++ b/doc/pub/week35/html/._week35-bs034.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    263. Linear Regression code, Intercept handling first
    264. The Boston housing data example
    265. Housing data, the code
      266. -
    266. Material for lecture Thursday, August 31
      267. +
    267. Material for lecture Monday, August 26
    268. Mathematical Interpretation of Ordinary Least Squares
    269. Residual Error
    270. Simple case
      271. diff --git a/doc/pub/week35/html/._week35-bs035.html b/doc/pub/week35/html/._week35-bs035.html index 327287312..f731d14a6 100644 --- a/doc/pub/week35/html/._week35-bs035.html +++ b/doc/pub/week35/html/._week35-bs035.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    271. Linear Regression code, Intercept handling first
    272. The Boston housing data example
    273. Housing data, the code
      274. -
    274. Material for lecture Thursday, August 31
      275. +
    275. Material for lecture Monday, August 26
    276. Mathematical Interpretation of Ordinary Least Squares
    277. Residual Error
    278. Simple case
      279. diff --git a/doc/pub/week35/html/._week35-bs036.html b/doc/pub/week35/html/._week35-bs036.html index 6e974e6f4..affc4ed09 100644 --- a/doc/pub/week35/html/._week35-bs036.html +++ b/doc/pub/week35/html/._week35-bs036.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    279. Linear Regression code, Intercept handling first
    280. The Boston housing data example
    281. Housing data, the code
      282. -
    282. Material for lecture Thursday, August 31
      283. +
    283. Material for lecture Monday, August 26
    284. Mathematical Interpretation of Ordinary Least Squares
    285. Residual Error
    286. Simple case
      287. diff --git a/doc/pub/week35/html/._week35-bs037.html b/doc/pub/week35/html/._week35-bs037.html index 415cbadf2..24f809a94 100644 --- a/doc/pub/week35/html/._week35-bs037.html +++ b/doc/pub/week35/html/._week35-bs037.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    287. Linear Regression code, Intercept handling first
    288. The Boston housing data example
    289. Housing data, the code
      290. -
    290. Material for lecture Thursday, August 31
      291. +
    291. Material for lecture Monday, August 26
    292. Mathematical Interpretation of Ordinary Least Squares
    293. Residual Error
    294. Simple case
      295. diff --git a/doc/pub/week35/html/._week35-bs038.html b/doc/pub/week35/html/._week35-bs038.html index fdb47569f..d92e38989 100644 --- a/doc/pub/week35/html/._week35-bs038.html +++ b/doc/pub/week35/html/._week35-bs038.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    295. Linear Regression code, Intercept handling first
    296. The Boston housing data example
    297. Housing data, the code
      298. -
    298. Material for lecture Thursday, August 31
      299. +
    299. Material for lecture Monday, August 26
    300. Mathematical Interpretation of Ordinary Least Squares
    301. Residual Error
    302. Simple case
      303. diff --git a/doc/pub/week35/html/._week35-bs039.html b/doc/pub/week35/html/._week35-bs039.html index edea5ba23..4aca76378 100644 --- a/doc/pub/week35/html/._week35-bs039.html +++ b/doc/pub/week35/html/._week35-bs039.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    303. Linear Regression code, Intercept handling first
    304. The Boston housing data example
    305. Housing data, the code
      306. -
    306. Material for lecture Thursday, August 31
      307. +
    307. Material for lecture Monday, August 26
    308. Mathematical Interpretation of Ordinary Least Squares
    309. Residual Error
    310. Simple case
      311. diff --git a/doc/pub/week35/html/._week35-bs040.html b/doc/pub/week35/html/._week35-bs040.html index c4753d962..79084da05 100644 --- a/doc/pub/week35/html/._week35-bs040.html +++ b/doc/pub/week35/html/._week35-bs040.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    311. Linear Regression code, Intercept handling first
    312. The Boston housing data example
    313. Housing data, the code
      314. -
    314. Material for lecture Thursday, August 31
      315. +
    315. Material for lecture Monday, August 26
    316. Mathematical Interpretation of Ordinary Least Squares
    317. Residual Error
    318. Simple case
      319. diff --git a/doc/pub/week35/html/._week35-bs041.html b/doc/pub/week35/html/._week35-bs041.html index 5215917d4..eb592e42f 100644 --- a/doc/pub/week35/html/._week35-bs041.html +++ b/doc/pub/week35/html/._week35-bs041.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    319. Linear Regression code, Intercept handling first
    320. The Boston housing data example
    321. Housing data, the code
      322. -
    322. Material for lecture Thursday, August 31
      323. +
    323. Material for lecture Monday, August 26
    324. Mathematical Interpretation of Ordinary Least Squares
    325. Residual Error
    326. Simple case
      327. @@ -367,7 +367,7 @@ MathJax.Hub.Config({

       

       

       

      -

      Material for lecture Thursday, August 31

      +

      Material for lecture Monday, August 26

      diff --git a/doc/pub/week35/html/._week35-bs042.html b/doc/pub/week35/html/._week35-bs042.html index 0bd746378..725bc4e94 100644 --- a/doc/pub/week35/html/._week35-bs042.html +++ b/doc/pub/week35/html/._week35-bs042.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({

    327. Linear Regression code, Intercept handling first
    328. The Boston housing data example
    329. Housing data, the code
      330. -
    330. Material for lecture Thursday, August 31
      331. +
    331. Material for lecture Monday, August 26
    332. Mathematical Interpretation of Ordinary Least Squares
    333. Residual Error
    334. Simple case
      335. diff --git a/doc/pub/week35/html/._week35-bs043.html b/doc/pub/week35/html/._week35-bs043.html index 83a212879..c76d0b67d 100644 --- a/doc/pub/week35/html/._week35-bs043.html +++ b/doc/pub/week35/html/._week35-bs043.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    335. Linear Regression code, Intercept handling first
    336. The Boston housing data example
    337. Housing data, the code
      338. -
    338. Material for lecture Thursday, August 31
      339. +
    339. Material for lecture Monday, August 26
    340. Mathematical Interpretation of Ordinary Least Squares
    341. Residual Error
    342. Simple case
      343. diff --git a/doc/pub/week35/html/._week35-bs044.html b/doc/pub/week35/html/._week35-bs044.html index 591890c8e..dd56442ff 100644 --- a/doc/pub/week35/html/._week35-bs044.html +++ b/doc/pub/week35/html/._week35-bs044.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    343. Linear Regression code, Intercept handling first
    344. The Boston housing data example
    345. Housing data, the code
      346. -
    346. Material for lecture Thursday, August 31
      347. +
    347. Material for lecture Monday, August 26
    348. Mathematical Interpretation of Ordinary Least Squares
    349. Residual Error
    350. Simple case
      351. diff --git a/doc/pub/week35/html/._week35-bs045.html b/doc/pub/week35/html/._week35-bs045.html index 6520d645b..427d19ab5 100644 --- a/doc/pub/week35/html/._week35-bs045.html +++ b/doc/pub/week35/html/._week35-bs045.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    351. Linear Regression code, Intercept handling first
    352. The Boston housing data example
    353. Housing data, the code
      354. -
    354. Material for lecture Thursday, August 31
      355. +
    355. Material for lecture Monday, August 26
    356. Mathematical Interpretation of Ordinary Least Squares
    357. Residual Error
    358. Simple case
      359. diff --git a/doc/pub/week35/html/._week35-bs046.html b/doc/pub/week35/html/._week35-bs046.html index 92b45adad..73141d530 100644 --- a/doc/pub/week35/html/._week35-bs046.html +++ b/doc/pub/week35/html/._week35-bs046.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    359. Linear Regression code, Intercept handling first
    360. The Boston housing data example
    361. Housing data, the code
      362. -
    362. Material for lecture Thursday, August 31
      363. +
    363. Material for lecture Monday, August 26
    364. Mathematical Interpretation of Ordinary Least Squares
    365. Residual Error
    366. Simple case
      367. diff --git a/doc/pub/week35/html/._week35-bs047.html b/doc/pub/week35/html/._week35-bs047.html index a431a0958..e1935f89f 100644 --- a/doc/pub/week35/html/._week35-bs047.html +++ b/doc/pub/week35/html/._week35-bs047.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    367. Linear Regression code, Intercept handling first
    368. The Boston housing data example
    369. Housing data, the code
      370. -
    370. Material for lecture Thursday, August 31
      371. +
    371. Material for lecture Monday, August 26
    372. Mathematical Interpretation of Ordinary Least Squares
    373. Residual Error
    374. Simple case
      375. diff --git a/doc/pub/week35/html/._week35-bs048.html b/doc/pub/week35/html/._week35-bs048.html index ac8ba0180..14dc0869c 100644 --- a/doc/pub/week35/html/._week35-bs048.html +++ b/doc/pub/week35/html/._week35-bs048.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    375. Linear Regression code, Intercept handling first
    376. The Boston housing data example
    377. Housing data, the code
      378. -
    378. Material for lecture Thursday, August 31
      379. +
    379. Material for lecture Monday, August 26
    380. Mathematical Interpretation of Ordinary Least Squares
    381. Residual Error
    382. Simple case
      383. diff --git a/doc/pub/week35/html/._week35-bs049.html b/doc/pub/week35/html/._week35-bs049.html index 9f09e9650..e0273c51f 100644 --- a/doc/pub/week35/html/._week35-bs049.html +++ b/doc/pub/week35/html/._week35-bs049.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    383. Linear Regression code, Intercept handling first
    384. The Boston housing data example
    385. Housing data, the code
      386. -
    386. Material for lecture Thursday, August 31
      387. +
    387. Material for lecture Monday, August 26
    388. Mathematical Interpretation of Ordinary Least Squares
    389. Residual Error
    390. Simple case
      391. diff --git a/doc/pub/week35/html/._week35-bs050.html b/doc/pub/week35/html/._week35-bs050.html index 9522b411b..973ba3d53 100644 --- a/doc/pub/week35/html/._week35-bs050.html +++ b/doc/pub/week35/html/._week35-bs050.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    391. Linear Regression code, Intercept handling first
    392. The Boston housing data example
    393. Housing data, the code
      394. -
    394. Material for lecture Thursday, August 31
      395. +
    395. Material for lecture Monday, August 26
    396. Mathematical Interpretation of Ordinary Least Squares
    397. Residual Error
    398. Simple case
      399. diff --git a/doc/pub/week35/html/._week35-bs051.html b/doc/pub/week35/html/._week35-bs051.html index 5019639d8..cb5e50c89 100644 --- a/doc/pub/week35/html/._week35-bs051.html +++ b/doc/pub/week35/html/._week35-bs051.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    399. Linear Regression code, Intercept handling first
    400. The Boston housing data example
    401. Housing data, the code
      402. -
    402. Material for lecture Thursday, August 31
      403. +
    403. Material for lecture Monday, August 26
    404. Mathematical Interpretation of Ordinary Least Squares
    405. Residual Error
    406. Simple case
      407. diff --git a/doc/pub/week35/html/._week35-bs052.html b/doc/pub/week35/html/._week35-bs052.html index f26b1fc29..6cde61b45 100644 --- a/doc/pub/week35/html/._week35-bs052.html +++ b/doc/pub/week35/html/._week35-bs052.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    407. Linear Regression code, Intercept handling first
    408. The Boston housing data example
    409. Housing data, the code
      410. -
    410. Material for lecture Thursday, August 31
      411. +
    411. Material for lecture Monday, August 26
    412. Mathematical Interpretation of Ordinary Least Squares
    413. Residual Error
    414. Simple case
      415. diff --git a/doc/pub/week35/html/._week35-bs053.html b/doc/pub/week35/html/._week35-bs053.html index b9481893f..27aae33ce 100644 --- a/doc/pub/week35/html/._week35-bs053.html +++ b/doc/pub/week35/html/._week35-bs053.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    415. Linear Regression code, Intercept handling first
    416. The Boston housing data example
    417. Housing data, the code
      418. -
    418. Material for lecture Thursday, August 31
      419. +
    419. Material for lecture Monday, August 26
    420. Mathematical Interpretation of Ordinary Least Squares
    421. Residual Error
    422. Simple case
      423. diff --git a/doc/pub/week35/html/._week35-bs054.html b/doc/pub/week35/html/._week35-bs054.html index 2a462ab19..0a1c9c5c6 100644 --- a/doc/pub/week35/html/._week35-bs054.html +++ b/doc/pub/week35/html/._week35-bs054.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    423. Linear Regression code, Intercept handling first
    424. The Boston housing data example
    425. Housing data, the code
      426. -
    426. Material for lecture Thursday, August 31
      427. +
    427. Material for lecture Monday, August 26
    428. Mathematical Interpretation of Ordinary Least Squares
    429. Residual Error
    430. Simple case
      431. diff --git a/doc/pub/week35/html/._week35-bs055.html b/doc/pub/week35/html/._week35-bs055.html index e0faca05b..b1f700239 100644 --- a/doc/pub/week35/html/._week35-bs055.html +++ b/doc/pub/week35/html/._week35-bs055.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    431. Linear Regression code, Intercept handling first
    432. The Boston housing data example
    433. Housing data, the code
      434. -
    434. Material for lecture Thursday, August 31
      435. +
    435. Material for lecture Monday, August 26
    436. Mathematical Interpretation of Ordinary Least Squares
    437. Residual Error
    438. Simple case
      439. diff --git a/doc/pub/week35/html/._week35-bs056.html b/doc/pub/week35/html/._week35-bs056.html index 9930d7ae9..a365db225 100644 --- a/doc/pub/week35/html/._week35-bs056.html +++ b/doc/pub/week35/html/._week35-bs056.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    439. Linear Regression code, Intercept handling first
    440. The Boston housing data example
    441. Housing data, the code
      442. -
    442. Material for lecture Thursday, August 31
      443. +
    443. Material for lecture Monday, August 26
    444. Mathematical Interpretation of Ordinary Least Squares
    445. Residual Error
    446. Simple case
      447. diff --git a/doc/pub/week35/html/._week35-bs057.html b/doc/pub/week35/html/._week35-bs057.html index 047b36e1e..ed497b411 100644 --- a/doc/pub/week35/html/._week35-bs057.html +++ b/doc/pub/week35/html/._week35-bs057.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    447. Linear Regression code, Intercept handling first
    448. The Boston housing data example
    449. Housing data, the code
      450. -
    450. Material for lecture Thursday, August 31
      451. +
    451. Material for lecture Monday, August 26
    452. Mathematical Interpretation of Ordinary Least Squares
    453. Residual Error
    454. Simple case
      455. diff --git a/doc/pub/week35/html/._week35-bs058.html b/doc/pub/week35/html/._week35-bs058.html index b6bab24dc..2a0b61850 100644 --- a/doc/pub/week35/html/._week35-bs058.html +++ b/doc/pub/week35/html/._week35-bs058.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    455. Linear Regression code, Intercept handling first
    456. The Boston housing data example
    457. Housing data, the code
      458. -
    458. Material for lecture Thursday, August 31
      459. +
    459. Material for lecture Monday, August 26
    460. Mathematical Interpretation of Ordinary Least Squares
    461. Residual Error
    462. Simple case
      463. diff --git a/doc/pub/week35/html/._week35-bs059.html b/doc/pub/week35/html/._week35-bs059.html index db72c6af8..e22920fc3 100644 --- a/doc/pub/week35/html/._week35-bs059.html +++ b/doc/pub/week35/html/._week35-bs059.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    463. Linear Regression code, Intercept handling first
    464. The Boston housing data example
    465. Housing data, the code
      466. -
    466. Material for lecture Thursday, August 31
      467. +
    467. Material for lecture Monday, August 26
    468. Mathematical Interpretation of Ordinary Least Squares
    469. Residual Error
    470. Simple case
      471. diff --git a/doc/pub/week35/html/._week35-bs060.html b/doc/pub/week35/html/._week35-bs060.html index 418072f79..b0ea1ab31 100644 --- a/doc/pub/week35/html/._week35-bs060.html +++ b/doc/pub/week35/html/._week35-bs060.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    471. Linear Regression code, Intercept handling first
    472. The Boston housing data example
    473. Housing data, the code
      474. -
    474. Material for lecture Thursday, August 31
      475. +
    475. Material for lecture Monday, August 26
    476. Mathematical Interpretation of Ordinary Least Squares
    477. Residual Error
    478. Simple case
      479. diff --git a/doc/pub/week35/html/._week35-bs061.html b/doc/pub/week35/html/._week35-bs061.html index c3878645a..8c73e8cd0 100644 --- a/doc/pub/week35/html/._week35-bs061.html +++ b/doc/pub/week35/html/._week35-bs061.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    479. Linear Regression code, Intercept handling first
    480. The Boston housing data example
    481. Housing data, the code
      482. -
    482. Material for lecture Thursday, August 31
      483. +
    483. Material for lecture Monday, August 26
    484. Mathematical Interpretation of Ordinary Least Squares
    485. Residual Error
    486. Simple case
      487. diff --git a/doc/pub/week35/html/._week35-bs062.html b/doc/pub/week35/html/._week35-bs062.html index bb7512922..d2957ece0 100644 --- a/doc/pub/week35/html/._week35-bs062.html +++ b/doc/pub/week35/html/._week35-bs062.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    487. Linear Regression code, Intercept handling first
    488. The Boston housing data example
    489. Housing data, the code
      490. -
    490. Material for lecture Thursday, August 31
      491. +
    491. Material for lecture Monday, August 26
    492. Mathematical Interpretation of Ordinary Least Squares
    493. Residual Error
    494. Simple case
      495. diff --git a/doc/pub/week35/html/._week35-bs063.html b/doc/pub/week35/html/._week35-bs063.html index 198b9bb3c..e8608f59c 100644 --- a/doc/pub/week35/html/._week35-bs063.html +++ b/doc/pub/week35/html/._week35-bs063.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    495. Linear Regression code, Intercept handling first
    496. The Boston housing data example
    497. Housing data, the code
      498. -
    498. Material for lecture Thursday, August 31
      499. +
    499. Material for lecture Monday, August 26
    500. Mathematical Interpretation of Ordinary Least Squares
    501. Residual Error
    502. Simple case
      503. diff --git a/doc/pub/week35/html/._week35-bs064.html b/doc/pub/week35/html/._week35-bs064.html index 26e116788..273c59b84 100644 --- a/doc/pub/week35/html/._week35-bs064.html +++ b/doc/pub/week35/html/._week35-bs064.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    503. Linear Regression code, Intercept handling first
    504. The Boston housing data example
    505. Housing data, the code
      506. -
    506. Material for lecture Thursday, August 31
      507. +
    507. Material for lecture Monday, August 26
    508. Mathematical Interpretation of Ordinary Least Squares
    509. Residual Error
    510. Simple case
      511. diff --git a/doc/pub/week35/html/._week35-bs065.html b/doc/pub/week35/html/._week35-bs065.html index 5a8058565..400760e90 100644 --- a/doc/pub/week35/html/._week35-bs065.html +++ b/doc/pub/week35/html/._week35-bs065.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    511. Linear Regression code, Intercept handling first
    512. The Boston housing data example
    513. Housing data, the code
      514. -
    514. Material for lecture Thursday, August 31
      515. +
    515. Material for lecture Monday, August 26
    516. Mathematical Interpretation of Ordinary Least Squares
    517. Residual Error
    518. Simple case
      519. diff --git a/doc/pub/week35/html/._week35-bs066.html b/doc/pub/week35/html/._week35-bs066.html index 110940728..3ac5abb57 100644 --- a/doc/pub/week35/html/._week35-bs066.html +++ b/doc/pub/week35/html/._week35-bs066.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    519. Linear Regression code, Intercept handling first
    520. The Boston housing data example
    521. Housing data, the code
      522. -
    522. Material for lecture Thursday, August 31
      523. +
    523. Material for lecture Monday, August 26
    524. Mathematical Interpretation of Ordinary Least Squares
    525. Residual Error
    526. Simple case
      527. diff --git a/doc/pub/week35/html/._week35-bs067.html b/doc/pub/week35/html/._week35-bs067.html index c8858710e..4479b7afc 100644 --- a/doc/pub/week35/html/._week35-bs067.html +++ b/doc/pub/week35/html/._week35-bs067.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    527. Linear Regression code, Intercept handling first
    528. The Boston housing data example
    529. Housing data, the code
      530. -
    530. Material for lecture Thursday, August 31
      531. +
    531. Material for lecture Monday, August 26
    532. Mathematical Interpretation of Ordinary Least Squares
    533. Residual Error
    534. Simple case
      535. diff --git a/doc/pub/week35/html/._week35-bs068.html b/doc/pub/week35/html/._week35-bs068.html index a72784598..c129f466f 100644 --- a/doc/pub/week35/html/._week35-bs068.html +++ b/doc/pub/week35/html/._week35-bs068.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    535. Linear Regression code, Intercept handling first
    536. The Boston housing data example
    537. Housing data, the code
      538. -
    538. Material for lecture Thursday, August 31
      539. +
    539. Material for lecture Monday, August 26
    540. Mathematical Interpretation of Ordinary Least Squares
    541. Residual Error
    542. Simple case
      543. diff --git a/doc/pub/week35/html/._week35-bs069.html b/doc/pub/week35/html/._week35-bs069.html index b852e8f62..cb6bde732 100644 --- a/doc/pub/week35/html/._week35-bs069.html +++ b/doc/pub/week35/html/._week35-bs069.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    543. Linear Regression code, Intercept handling first
    544. The Boston housing data example
    545. Housing data, the code
      546. -
    546. Material for lecture Thursday, August 31
      547. +
    547. Material for lecture Monday, August 26
    548. Mathematical Interpretation of Ordinary Least Squares
    549. Residual Error
    550. Simple case
      551. diff --git a/doc/pub/week35/html/._week35-bs070.html b/doc/pub/week35/html/._week35-bs070.html index 8bc4e5853..477c6c391 100644 --- a/doc/pub/week35/html/._week35-bs070.html +++ b/doc/pub/week35/html/._week35-bs070.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    551. Linear Regression code, Intercept handling first
    552. The Boston housing data example
    553. Housing data, the code
      554. -
    554. Material for lecture Thursday, August 31
      555. +
    555. Material for lecture Monday, August 26
    556. Mathematical Interpretation of Ordinary Least Squares
    557. Residual Error
    558. Simple case
      559. diff --git a/doc/pub/week35/html/._week35-bs071.html b/doc/pub/week35/html/._week35-bs071.html index 89051e519..010763ae4 100644 --- a/doc/pub/week35/html/._week35-bs071.html +++ b/doc/pub/week35/html/._week35-bs071.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    559. Linear Regression code, Intercept handling first
    560. The Boston housing data example
    561. Housing data, the code
      562. -
    562. Material for lecture Thursday, August 31
      563. +
    563. Material for lecture Monday, August 26
    564. Mathematical Interpretation of Ordinary Least Squares
    565. Residual Error
    566. Simple case
      567. diff --git a/doc/pub/week35/html/week35-bs.html b/doc/pub/week35/html/week35-bs.html index dece7c2e3..a463d20ef 100644 --- a/doc/pub/week35/html/week35-bs.html +++ b/doc/pub/week35/html/week35-bs.html @@ -149,10 +149,10 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
    567. Linear Regression code, Intercept handling first
    568. The Boston housing data example
    569. Housing data, the code
      570. -
    570. Material for lecture Thursday, August 31
      571. +
    571. Material for lecture Monday, August 26
    572. Mathematical Interpretation of Ordinary Least Squares
    573. Residual Error
    574. Simple case
      575. diff --git a/doc/pub/week35/html/week35-reveal.html b/doc/pub/week35/html/week35-reveal.html index 12d583ac8..f070cf033 100644 --- a/doc/pub/week35/html/week35-reveal.html +++ b/doc/pub/week35/html/week35-reveal.html @@ -201,7 +201,7 @@ MathJax.Hub.Config({

      1. Brief repetition from last week
        2. -

      2. Derivation of the equations for ordinary least squares
        3. +

      3. Discussions of the equations for ordinary least squares

      4. Discussion on how to prepare data and examples of applications of linear regression

      5. Material for the lecture on Monday: Mathematical interpretations of linear regression

      6. Monday: Ridge and Lasso regression and Singular Value Decomposition
        7. @@ -2289,7 +2289,7 @@ plt.show()
        -

        Material for lecture Thursday, August 31

        +

        Material for lecture Monday, August 26

        diff --git a/doc/pub/week35/html/week35-solarized.html b/doc/pub/week35/html/week35-solarized.html index 163cd5dee..49a3f8aba 100644 --- a/doc/pub/week35/html/week35-solarized.html +++ b/doc/pub/week35/html/week35-solarized.html @@ -176,10 +176,10 @@ div.toc p,a { None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -323,7 +323,7 @@ MathJax.Hub.Config({
        1. Brief repetition from last week
          2. -
        2. Derivation of the equations for ordinary least squares
          3. +
        3. Discussions of the equations for ordinary least squares
        4. Discussion on how to prepare data and examples of applications of linear regression
        5. Material for the lecture on Monday: Mathematical interpretations of linear regression
        6. Monday: Ridge and Lasso regression and Singular Value Decomposition
          7. @@ -2252,7 +2252,7 @@ plt.show()









          -

          Material for lecture Thursday, August 31

          +

          Material for lecture Monday, August 26











          Mathematical Interpretation of Ordinary Least Squares

          diff --git a/doc/pub/week35/html/week35.html b/doc/pub/week35/html/week35.html index 8f2af789b..5e08c4f45 100644 --- a/doc/pub/week35/html/week35.html +++ b/doc/pub/week35/html/week35.html @@ -253,10 +253,10 @@ div.toc p,a { None, 'the-boston-housing-data-example'), ('Housing data, the code', 2, None, 'housing-data-the-code'), - ('Material for lecture Thursday, August 31', + ('Material for lecture Monday, August 26', 2, None, - 'material-for-lecture-thursday-august-31'), + 'material-for-lecture-monday-august-26'), ('Mathematical Interpretation of Ordinary Least Squares', 2, None, @@ -400,7 +400,7 @@ MathJax.Hub.Config({
          1. Brief repetition from last week
            2. -
          2. Derivation of the equations for ordinary least squares
            3. +
          3. Discussions of the equations for ordinary least squares
          4. Discussion on how to prepare data and examples of applications of linear regression
          5. Material for the lecture on Monday: Mathematical interpretations of linear regression
          6. Monday: Ridge and Lasso regression and Singular Value Decomposition
            7. @@ -2329,7 +2329,7 @@ plt.show()









            -

            Material for lecture Thursday, August 31

            +

            Material for lecture Monday, August 26











            Mathematical Interpretation of Ordinary Least Squares

            diff --git a/doc/pub/week35/ipynb/ipynb-week35-src.tar.gz b/doc/pub/week35/ipynb/ipynb-week35-src.tar.gz index e7226e19f940a2fa771c8647495541c809558ff3..2dc558ade6808299108bcb178537c77b2884c9a7 100644 GIT binary patch literal 191 zcmV;w06_mAiwFRP3(IBz1MSaC3c@fD2H>uHia9|^+9s|AyKo_hc!88oZLCddlA^u6 zeSoeMH${Ye4E%%)!^|ODZ+2Pa?k-piA%v$XjJe`$N)pfS38f5Z%6ZHQ8wviOtSyb=(hPJZ&FlRmmp7|$^m9((k_pZ_kly;bFUBeBrPFN({Ugc0| twBr{Tymrzc2-Slq3hAU);u5w-pNwd16#n`c&+|O*YY%JG&lvy+008A`SFHd5 literal 192 zcmV;x06+g9iwFSmQ^IBd1MSbv3c@f92k@Qu6nTQty0tqC?%+WX@dY}TxjNU*wnO*! z?gR9sco`z}cli?%LUPE~n_U*Uy9*XW2;oTrW2T%l$u|b<85!_9}-$ uqa9md@Y+d(AXE>cD5R5GiA&fTeKMl4QTXd;JkRsIuRQ<~p^XOs2mk;!>sl%R diff --git a/doc/pub/week35/ipynb/week35.ipynb b/doc/pub/week35/ipynb/week35.ipynb index 40b6c66a9..c4592d520 100644 --- a/doc/pub/week35/ipynb/week35.ipynb +++ b/doc/pub/week35/ipynb/week35.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "ea977b24", + "id": "f85075af", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "a247218b", + "id": "939494c1", "metadata": { "editable": true }, @@ -27,7 +27,7 @@ }, { "cell_type": "markdown", - "id": "f234b76d", + "id": "1841e9a3", "metadata": { "editable": true }, @@ -38,7 +38,7 @@ "\n", "1. Brief repetition from last week\n", "\n", - "2. Derivation of the equations for ordinary least squares\n", + "2. Discussions of the equations for ordinary least squares\n", "\n", "3. Discussion on how to prepare data and examples of applications of linear regression\n", "\n", @@ -49,7 +49,7 @@ }, { "cell_type": "markdown", - "id": "86d0671f", + "id": "ac619fc2", "metadata": { "editable": true }, @@ -63,7 +63,7 @@ }, { "cell_type": "markdown", - "id": "0b0bc0ec", + "id": "5face6ed", "metadata": { "editable": true }, @@ -97,7 +97,7 @@ }, { "cell_type": "markdown", - "id": "c30cfd06", + "id": "a4bedcd2", "metadata": { "editable": true }, @@ -113,7 +113,7 @@ }, { "cell_type": "markdown", - "id": "59d6452b", + "id": "2da8382c", "metadata": { "editable": true }, @@ -125,7 +125,7 @@ }, { "cell_type": "markdown", - "id": "8649d84d", + "id": "694a7daa", "metadata": { "editable": true }, @@ -135,7 +135,7 @@ }, { "cell_type": "markdown", - "id": "aaa65f06", + "id": "c297e859", "metadata": { "editable": true }, @@ -147,7 +147,7 @@ }, { "cell_type": "markdown", - "id": "cc43802e", + "id": "8f31f1bc", "metadata": { "editable": true }, @@ -168,7 +168,7 @@ }, { "cell_type": "markdown", - "id": "53877600", + "id": "89c4d341", "metadata": { "editable": true }, @@ -180,7 +180,7 @@ }, { "cell_type": "markdown", - "id": "bc4478fc", + "id": "fdfbd2dc", "metadata": { "editable": true }, @@ -193,7 +193,7 @@ }, { "cell_type": "markdown", - "id": "64bc2ac2", + "id": "0fc448b3", "metadata": { "editable": true }, @@ -205,7 +205,7 @@ }, { "cell_type": "markdown", - "id": "d7b7d1d1", + "id": "a36d87aa", "metadata": { "editable": true }, @@ -217,7 +217,7 @@ }, { "cell_type": "markdown", - "id": "f34563f6", + "id": "06a898cf", "metadata": { "editable": true }, @@ -227,7 +227,7 @@ }, { "cell_type": "markdown", - "id": "1dbad69a", + "id": "ef60c2a4", "metadata": { "editable": true }, @@ -239,7 +239,7 @@ }, { "cell_type": "markdown", - "id": "2a16de00", + "id": "dde18c66", "metadata": { "editable": true }, @@ -252,7 +252,7 @@ }, { "cell_type": "markdown", - "id": "07115e56", + "id": "c9b14acf", "metadata": { "editable": true }, @@ -264,7 +264,7 @@ }, { "cell_type": "markdown", - "id": "b90655a4", + "id": "5fb51043", "metadata": { "editable": true }, @@ -274,7 +274,7 @@ }, { "cell_type": "markdown", - "id": "2ac208f1", + "id": "2504595a", "metadata": { "editable": true }, @@ -286,7 +286,7 @@ }, { "cell_type": "markdown", - "id": "a8197640", + "id": "5ab3d119", "metadata": { "editable": true }, @@ -298,7 +298,7 @@ }, { "cell_type": "markdown", - "id": "7c72baae", + "id": "c3a354b9", "metadata": { "editable": true }, @@ -309,7 +309,7 @@ }, { "cell_type": "markdown", - "id": "3c595093", + "id": "8db46121", "metadata": { "editable": true }, @@ -321,7 +321,7 @@ }, { "cell_type": "markdown", - "id": "4dab1f87", + "id": "2cc230b6", "metadata": { "editable": true }, @@ -340,7 +340,7 @@ }, { "cell_type": "markdown", - "id": "2a85bd46", + "id": "749ea58e", "metadata": { "editable": true }, @@ -353,7 +353,7 @@ }, { "cell_type": "markdown", - "id": "5500dd61", + "id": "5b2211ed", "metadata": { "editable": true }, @@ -363,7 +363,7 @@ }, { "cell_type": "markdown", - "id": "0072db82", + "id": "96ebc1d8", "metadata": { "editable": true }, @@ -375,7 +375,7 @@ }, { "cell_type": "markdown", - "id": "078ec23d", + "id": "b250395c", "metadata": { "editable": true }, @@ -385,7 +385,7 @@ }, { "cell_type": "markdown", - "id": "cc1760bc", + "id": "0cc078f3", "metadata": { "editable": true }, @@ -397,7 +397,7 @@ }, { "cell_type": "markdown", - "id": "73d00905", + "id": "8ac380eb", "metadata": { "editable": true }, @@ -407,7 +407,7 @@ }, { "cell_type": "markdown", - "id": "50dff40b", + "id": "a85f0ac4", "metadata": { "editable": true }, @@ -419,7 +419,7 @@ }, { "cell_type": "markdown", - "id": "622bf5f5", + "id": "b4f3a163", "metadata": { "editable": true }, @@ -430,7 +430,7 @@ }, { "cell_type": "markdown", - "id": "48bfcf85", + "id": "fb45d63b", "metadata": { "editable": true }, @@ -442,7 +442,7 @@ }, { "cell_type": "markdown", - "id": "07c395fe", + "id": "f51b94e4", "metadata": { "editable": true }, @@ -452,7 +452,7 @@ }, { "cell_type": "markdown", - "id": "d3ccdcb0", + "id": "e18ef62b", "metadata": { "editable": true }, @@ -464,7 +464,7 @@ }, { "cell_type": "markdown", - "id": "c1ef9741", + "id": "6ea60395", "metadata": { "editable": true }, @@ -474,7 +474,7 @@ }, { "cell_type": "markdown", - "id": "1646a521", + "id": "480124d7", "metadata": { "editable": true }, @@ -486,7 +486,7 @@ }, { "cell_type": "markdown", - "id": "daa11d84", + "id": "afdab5a4", "metadata": { "editable": true }, @@ -506,7 +506,7 @@ }, { "cell_type": "markdown", - "id": "78b271ce", + "id": "613d2423", "metadata": { "editable": true }, @@ -533,7 +533,7 @@ }, { "cell_type": "markdown", - "id": "9482d4e6", + "id": "b4de8264", "metadata": { "editable": true }, @@ -545,7 +545,7 @@ }, { "cell_type": "markdown", - "id": "c7787334", + "id": "898b9674", "metadata": { "editable": true }, @@ -557,7 +557,7 @@ }, { "cell_type": "markdown", - "id": "a7c6c6e4", + "id": "d4f7eadc", "metadata": { "editable": true }, @@ -573,7 +573,7 @@ }, { "cell_type": "markdown", - "id": "dc9f4b6f", + "id": "4dd2d7b4", "metadata": { "editable": true }, @@ -591,7 +591,7 @@ }, { "cell_type": "markdown", - "id": "dbb092e9", + "id": "16cef5b9", "metadata": { "editable": true }, @@ -603,7 +603,7 @@ }, { "cell_type": "markdown", - "id": "47f695d0", + "id": "61a98293", "metadata": { "editable": true }, @@ -615,7 +615,7 @@ }, { "cell_type": "markdown", - "id": "6ff6f849", + "id": "e19477b5", "metadata": { "editable": true }, @@ -626,7 +626,7 @@ }, { "cell_type": "markdown", - "id": "3fab9d8e", + "id": "8a594d22", "metadata": { "editable": true }, @@ -638,7 +638,7 @@ }, { "cell_type": "markdown", - "id": "230d417b", + "id": "bd8763d3", "metadata": { "editable": true }, @@ -648,7 +648,7 @@ }, { "cell_type": "markdown", - "id": "ae3eea03", + "id": "f7901ccd", "metadata": { "editable": true }, @@ -660,7 +660,7 @@ }, { "cell_type": "markdown", - "id": "97d7d08a", + "id": "1fd01bfe", "metadata": { "editable": true }, @@ -674,7 +674,7 @@ }, { "cell_type": "markdown", - "id": "dbcabc11", + "id": "77bc8280", "metadata": { "editable": true }, @@ -686,7 +686,7 @@ }, { "cell_type": "markdown", - "id": "7278dcbd", + "id": "47429058", "metadata": { "editable": true }, @@ -698,7 +698,7 @@ }, { "cell_type": "markdown", - "id": "c16d222a", + "id": "d1e259fd", "metadata": { "editable": true }, @@ -710,7 +710,7 @@ }, { "cell_type": "markdown", - "id": "0d85444e", + "id": "2f71787b", "metadata": { "editable": true }, @@ -720,7 +720,7 @@ }, { "cell_type": "markdown", - "id": "4d26bab6", + "id": "f0f77618", "metadata": { "editable": true }, @@ -732,7 +732,7 @@ }, { "cell_type": "markdown", - "id": "b6d57fdf", + "id": "c8b319b6", "metadata": { "editable": true }, @@ -744,7 +744,7 @@ }, { "cell_type": "markdown", - "id": "7a78e5dc", + "id": "37da9b7b", "metadata": { "editable": true }, @@ -756,7 +756,7 @@ }, { "cell_type": "markdown", - "id": "6231367b", + "id": "63b41a6d", "metadata": { "editable": true }, @@ -770,7 +770,7 @@ }, { "cell_type": "markdown", - "id": "ab068594", + "id": "32d0c2e9", "metadata": { "editable": true }, @@ -782,7 +782,7 @@ }, { "cell_type": "markdown", - "id": "07d2f06b", + "id": "ff376a49", "metadata": { "editable": true }, @@ -794,7 +794,7 @@ }, { "cell_type": "markdown", - "id": "d2382139", + "id": "08b581b9", "metadata": { "editable": true }, @@ -806,7 +806,7 @@ }, { "cell_type": "markdown", - "id": "7d063f00", + "id": "1de7bd67", "metadata": { "editable": true }, @@ -816,7 +816,7 @@ }, { "cell_type": "markdown", - "id": "5e119075", + "id": "86c372c0", "metadata": { "editable": true }, @@ -828,7 +828,7 @@ }, { "cell_type": "markdown", - "id": "700eaedb", + "id": "df812770", "metadata": { "editable": true }, @@ -838,7 +838,7 @@ }, { "cell_type": "markdown", - "id": "51e05fca", + "id": "421aa557", "metadata": { "editable": true }, @@ -850,7 +850,7 @@ }, { "cell_type": "markdown", - "id": "bba7f463", + "id": "f776d3f1", "metadata": { "editable": true }, @@ -860,7 +860,7 @@ }, { "cell_type": "markdown", - "id": "601577cc", + "id": "937ec64e", "metadata": { "editable": true }, @@ -872,7 +872,7 @@ }, { "cell_type": "markdown", - "id": "ea31952c", + "id": "b406071e", "metadata": { "editable": true }, @@ -884,7 +884,7 @@ }, { "cell_type": "markdown", - "id": "fc6c86a7", + "id": "20b59dcc", "metadata": { "editable": true }, @@ -896,7 +896,7 @@ }, { "cell_type": "markdown", - "id": "ffe09390", + "id": "3f4da8c9", "metadata": { "editable": true }, @@ -911,7 +911,7 @@ }, { "cell_type": "markdown", - "id": "22f4970c", + "id": "fc31daff", "metadata": { "editable": true }, @@ -923,7 +923,7 @@ }, { "cell_type": "markdown", - "id": "4ba751cb", + "id": "4f3161da", "metadata": { "editable": true }, @@ -933,7 +933,7 @@ }, { "cell_type": "markdown", - "id": "87052e13", + "id": "fb6d5bf5", "metadata": { "editable": true }, @@ -945,7 +945,7 @@ }, { "cell_type": "markdown", - "id": "e24dea19", + "id": "a4416ea7", "metadata": { "editable": true }, @@ -955,7 +955,7 @@ }, { "cell_type": "markdown", - "id": "6b52c737", + "id": "c128591b", "metadata": { "editable": true }, @@ -967,7 +967,7 @@ }, { "cell_type": "markdown", - "id": "904b93aa", + "id": "cfceb095", "metadata": { "editable": true }, @@ -977,7 +977,7 @@ }, { "cell_type": "markdown", - "id": "439e197d", + "id": "0ae0950d", "metadata": { "editable": true }, @@ -989,7 +989,7 @@ }, { "cell_type": "markdown", - "id": "f5658ed9", + "id": "5680fe7e", "metadata": { "editable": true }, @@ -1001,7 +1001,7 @@ }, { "cell_type": "markdown", - "id": "6f99984d", + "id": "ca756664", "metadata": { "editable": true }, @@ -1013,7 +1013,7 @@ }, { "cell_type": "markdown", - "id": "eeb1373c", + "id": "45d22349", "metadata": { "editable": true }, @@ -1023,7 +1023,7 @@ }, { "cell_type": "markdown", - "id": "f3c557ba", + "id": "d867b974", "metadata": { "editable": true }, @@ -1035,7 +1035,7 @@ }, { "cell_type": "markdown", - "id": "412789d5", + "id": "332da975", "metadata": { "editable": true }, @@ -1048,7 +1048,7 @@ }, { "cell_type": "markdown", - "id": "65fbbb29", + "id": "0b252c32", "metadata": { "editable": true }, @@ -1060,7 +1060,7 @@ }, { "cell_type": "markdown", - "id": "f4cd65e4", + "id": "64407311", "metadata": { "editable": true }, @@ -1070,7 +1070,7 @@ }, { "cell_type": "markdown", - "id": "9ee329c3", + "id": "f6c7b927", "metadata": { "editable": true }, @@ -1082,7 +1082,7 @@ }, { "cell_type": "markdown", - "id": "47023d81", + "id": "c3c7c8ce", "metadata": { "editable": true }, @@ -1092,7 +1092,7 @@ }, { "cell_type": "markdown", - "id": "40d4cc36", + "id": "4f68d9f9", "metadata": { "editable": true }, @@ -1104,7 +1104,7 @@ }, { "cell_type": "markdown", - "id": "e266851f", + "id": "286d8ccb", "metadata": { "editable": true }, @@ -1114,7 +1114,7 @@ }, { "cell_type": "markdown", - "id": "f4d0941c", + "id": "40526192", "metadata": { "editable": true }, @@ -1126,7 +1126,7 @@ }, { "cell_type": "markdown", - "id": "6f4b2a9d", + "id": "5f11c4f4", "metadata": { "editable": true }, @@ -1136,7 +1136,7 @@ }, { "cell_type": "markdown", - "id": "62cab30b", + "id": "aecfda11", "metadata": { "editable": true }, @@ -1148,7 +1148,7 @@ }, { "cell_type": "markdown", - "id": "4c8c6398", + "id": "56fa7802", "metadata": { "editable": true }, @@ -1158,7 +1158,7 @@ }, { "cell_type": "markdown", - "id": "f9c6ab8a", + "id": "75c39020", "metadata": { "editable": true }, @@ -1170,7 +1170,7 @@ }, { "cell_type": "markdown", - "id": "b7945d33", + "id": "b46b0ae6", "metadata": { "editable": true }, @@ -1182,7 +1182,7 @@ }, { "cell_type": "markdown", - "id": "80421efe", + "id": "d958c295", "metadata": { "editable": true }, @@ -1194,7 +1194,7 @@ }, { "cell_type": "markdown", - "id": "cc1fb4bf", + "id": "4517ac9f", "metadata": { "editable": true }, @@ -1206,7 +1206,7 @@ }, { "cell_type": "markdown", - "id": "c149bd15", + "id": "a98a0918", "metadata": { "editable": true }, @@ -1218,7 +1218,7 @@ }, { "cell_type": "markdown", - "id": "4aeb6fad", + "id": "d0737f5e", "metadata": { "editable": true }, @@ -1234,7 +1234,7 @@ }, { "cell_type": "markdown", - "id": "fecdf631", + "id": "db23b821", "metadata": { "editable": true }, @@ -1246,7 +1246,7 @@ }, { "cell_type": "markdown", - "id": "7ffbaccd", + "id": "f1fd1c63", "metadata": { "editable": true }, @@ -1256,7 +1256,7 @@ }, { "cell_type": "markdown", - "id": "ba12c9f2", + "id": "7237d50f", "metadata": { "editable": true }, @@ -1268,7 +1268,7 @@ }, { "cell_type": "markdown", - "id": "871cfd8e", + "id": "f9f489c2", "metadata": { "editable": true }, @@ -1286,7 +1286,7 @@ }, { "cell_type": "markdown", - "id": "0ad332cd", + "id": "715d96e6", "metadata": { "editable": true }, @@ -1298,7 +1298,7 @@ }, { "cell_type": "markdown", - "id": "5e7042e9", + "id": "9aeab761", "metadata": { "editable": true }, @@ -1310,7 +1310,7 @@ }, { "cell_type": "markdown", - "id": "43b825ce", + "id": "9e588548", "metadata": { "editable": true }, @@ -1320,7 +1320,7 @@ }, { "cell_type": "markdown", - "id": "58a4ed44", + "id": "4a3b6f9a", "metadata": { "editable": true }, @@ -1332,7 +1332,7 @@ }, { "cell_type": "markdown", - "id": "202c5775", + "id": "17c15215", "metadata": { "editable": true }, @@ -1342,7 +1342,7 @@ }, { "cell_type": "markdown", - "id": "0eab64e4", + "id": "830f09b8", "metadata": { "editable": true }, @@ -1354,7 +1354,7 @@ }, { "cell_type": "markdown", - "id": "d17063fa", + "id": "43ef7e57", "metadata": { "editable": true }, @@ -1364,7 +1364,7 @@ }, { "cell_type": "markdown", - "id": "02cca57e", + "id": "c6192ea8", "metadata": { "editable": true }, @@ -1378,7 +1378,7 @@ }, { "cell_type": "markdown", - "id": "d5a0e65b", + "id": "c898ab39", "metadata": { "editable": true }, @@ -1390,7 +1390,7 @@ }, { "cell_type": "markdown", - "id": "03f47788", + "id": "7c506ac3", "metadata": { "editable": true }, @@ -1401,7 +1401,7 @@ }, { "cell_type": "markdown", - "id": "ab07b7cf", + "id": "9abe3265", "metadata": { "editable": true }, @@ -1414,7 +1414,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "f51e672d", + "id": "1fb7cef3", "metadata": { "collapsed": false, "editable": true @@ -1441,7 +1441,7 @@ }, { "cell_type": "markdown", - "id": "e44be45e", + "id": "a1f370e1", "metadata": { "editable": true }, @@ -1452,7 +1452,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "b4786589", + "id": "a8ef0c63", "metadata": { "collapsed": false, "editable": true @@ -1465,7 +1465,7 @@ }, { "cell_type": "markdown", - "id": "af2dcc52", + "id": "5ad74ecc", "metadata": { "editable": true }, @@ -1479,7 +1479,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "2bc65bc5", + "id": "8bf50c11", "metadata": { "collapsed": false, "editable": true @@ -1492,7 +1492,7 @@ }, { "cell_type": "markdown", - "id": "46bda600", + "id": "6a2f5501", "metadata": { "editable": true }, @@ -1503,7 +1503,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "9bdae7bf", + "id": "c74b6cca", "metadata": { "collapsed": false, "editable": true @@ -1515,7 +1515,7 @@ }, { "cell_type": "markdown", - "id": "64eeaaef", + "id": "356ab966", "metadata": { "editable": true }, @@ -1526,7 +1526,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "cafbda91", + "id": "bb40ec37", "metadata": { "collapsed": false, "editable": true @@ -1542,7 +1542,7 @@ }, { "cell_type": "markdown", - "id": "831a5888", + "id": "c6736d9d", "metadata": { "editable": true }, @@ -1553,7 +1553,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "90f6a538", + "id": "3c1632ab", "metadata": { "collapsed": false, "editable": true @@ -1567,7 +1567,7 @@ }, { "cell_type": "markdown", - "id": "dc364c27", + "id": "b4bae24e", "metadata": { "editable": true }, @@ -1588,7 +1588,7 @@ }, { "cell_type": "markdown", - "id": "1598259c", + "id": "9ba46e33", "metadata": { "editable": true }, @@ -1599,7 +1599,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "ca994e68", + "id": "e937a2ea", "metadata": { "collapsed": false, "editable": true @@ -1652,7 +1652,7 @@ }, { "cell_type": "markdown", - "id": "7353f2e7", + "id": "77e59503", "metadata": { "editable": true }, @@ -1663,7 +1663,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "05a066db", + "id": "326a509c", "metadata": { "collapsed": false, "editable": true @@ -1688,7 +1688,7 @@ }, { "cell_type": "markdown", - "id": "1f30de64", + "id": "3efd11b9", "metadata": { "editable": true }, @@ -1700,7 +1700,7 @@ }, { "cell_type": "markdown", - "id": "80fa8b7d", + "id": "3497a997", "metadata": { "editable": true }, @@ -1729,7 +1729,7 @@ }, { "cell_type": "markdown", - "id": "7e92be20", + "id": "b38214c7", "metadata": { "editable": true }, @@ -1754,7 +1754,7 @@ }, { "cell_type": "markdown", - "id": "052e8c0c", + "id": "f4869adf", "metadata": { "editable": true }, @@ -1774,7 +1774,7 @@ }, { "cell_type": "markdown", - "id": "d752c7f4", + "id": "aacb7439", "metadata": { "editable": true }, @@ -1801,7 +1801,7 @@ }, { "cell_type": "markdown", - "id": "4b40d092", + "id": "e2671db3", "metadata": { "editable": true }, @@ -1814,7 +1814,7 @@ }, { "cell_type": "markdown", - "id": "f8526e57", + "id": "d2a7de1b", "metadata": { "editable": true }, @@ -1826,7 +1826,7 @@ }, { "cell_type": "markdown", - "id": "5cfb3455", + "id": "0008b167", "metadata": { "editable": true }, @@ -1837,7 +1837,7 @@ }, { "cell_type": "markdown", - "id": "363e0117", + "id": "f482cbf6", "metadata": { "editable": true }, @@ -1853,7 +1853,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "4c7ecfc5", + "id": "8858e7f5", "metadata": { "collapsed": false, "editable": true @@ -1887,7 +1887,7 @@ }, { "cell_type": "markdown", - "id": "981f65fb", + "id": "6151e773", "metadata": { "editable": true }, @@ -1897,7 +1897,7 @@ }, { "cell_type": "markdown", - "id": "9ddcca79", + "id": "905c33bc", "metadata": { "editable": true }, @@ -1912,7 +1912,7 @@ }, { "cell_type": "markdown", - "id": "02bed8b3", + "id": "55d9897f", "metadata": { "editable": true }, @@ -1924,7 +1924,7 @@ }, { "cell_type": "markdown", - "id": "64033f1d", + "id": "0255cf64", "metadata": { "editable": true }, @@ -1934,7 +1934,7 @@ }, { "cell_type": "markdown", - "id": "1cfc52cc", + "id": "4e9bfa24", "metadata": { "editable": true }, @@ -1950,7 +1950,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "06b67f41", + "id": "16abe96d", "metadata": { "collapsed": false, "editable": true @@ -1967,7 +1967,7 @@ }, { "cell_type": "markdown", - "id": "773210a0", + "id": "99d2d0bb", "metadata": { "editable": true }, @@ -1980,7 +1980,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "34cb4217", + "id": "69c8da60", "metadata": { "collapsed": false, "editable": true @@ -2027,7 +2027,7 @@ }, { "cell_type": "markdown", - "id": "4ae9cee9", + "id": "499b086e", "metadata": { "editable": true }, @@ -2038,7 +2038,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "9be1964e", + "id": "a329b56c", "metadata": { "collapsed": false, "editable": true @@ -2141,7 +2141,7 @@ }, { "cell_type": "markdown", - "id": "f0fe5870", + "id": "4862279e", "metadata": { "editable": true }, @@ -2169,7 +2169,7 @@ }, { "cell_type": "markdown", - "id": "9b60a7bd", + "id": "89458a53", "metadata": { "editable": true }, @@ -2204,7 +2204,7 @@ }, { "cell_type": "markdown", - "id": "a31dcc5d", + "id": "75beecd7", "metadata": { "editable": true }, @@ -2219,7 +2219,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "225671c5", + "id": "1c0b765e", "metadata": { "collapsed": false, "editable": true @@ -2244,7 +2244,7 @@ }, { "cell_type": "markdown", - "id": "ac1448c8", + "id": "eef3487f", "metadata": { "editable": true }, @@ -2260,7 +2260,7 @@ }, { "cell_type": "markdown", - "id": "c6e308a3", + "id": "3a42e892", "metadata": { "editable": true }, @@ -2272,7 +2272,7 @@ }, { "cell_type": "markdown", - "id": "a2f2dab5", + "id": "f3b87a35", "metadata": { "editable": true }, @@ -2287,7 +2287,7 @@ }, { "cell_type": "markdown", - "id": "8a7df606", + "id": "fb075b8f", "metadata": { "editable": true }, @@ -2299,7 +2299,7 @@ }, { "cell_type": "markdown", - "id": "31e595c9", + "id": "fd37a00d", "metadata": { "editable": true }, @@ -2309,7 +2309,7 @@ }, { "cell_type": "markdown", - "id": "f5f389db", + "id": "f5799d20", "metadata": { "editable": true }, @@ -2321,7 +2321,7 @@ }, { "cell_type": "markdown", - "id": "1dd4b34d", + "id": "15452b23", "metadata": { "editable": true }, @@ -2331,7 +2331,7 @@ }, { "cell_type": "markdown", - "id": "f931e286", + "id": "3062f943", "metadata": { "editable": true }, @@ -2343,7 +2343,7 @@ }, { "cell_type": "markdown", - "id": "4cbda41b", + "id": "1d6eba03", "metadata": { "editable": true }, @@ -2356,7 +2356,7 @@ }, { "cell_type": "markdown", - "id": "6657a435", + "id": "2f80679a", "metadata": { "editable": true }, @@ -2368,7 +2368,7 @@ }, { "cell_type": "markdown", - "id": "91f7475b", + "id": "36efe233", "metadata": { "editable": true }, @@ -2378,7 +2378,7 @@ }, { "cell_type": "markdown", - "id": "98482060", + "id": "9761a179", "metadata": { "editable": true }, @@ -2390,7 +2390,7 @@ }, { "cell_type": "markdown", - "id": "01e12c29", + "id": "b31014be", "metadata": { "editable": true }, @@ -2400,7 +2400,7 @@ }, { "cell_type": "markdown", - "id": "38fa32e4", + "id": "122ecc6f", "metadata": { "editable": true }, @@ -2412,7 +2412,7 @@ }, { "cell_type": "markdown", - "id": "ea483f66", + "id": "d11463f0", "metadata": { "editable": true }, @@ -2422,7 +2422,7 @@ }, { "cell_type": "markdown", - "id": "d5862089", + "id": "b3a7f515", "metadata": { "editable": true }, @@ -2434,7 +2434,7 @@ }, { "cell_type": "markdown", - "id": "0456f62e", + "id": "9c62b501", "metadata": { "editable": true }, @@ -2444,7 +2444,7 @@ }, { "cell_type": "markdown", - "id": "1ed14941", + "id": "7cfd9cb6", "metadata": { "editable": true }, @@ -2456,7 +2456,7 @@ }, { "cell_type": "markdown", - "id": "43387b69", + "id": "2f296f4d", "metadata": { "editable": true }, @@ -2466,7 +2466,7 @@ }, { "cell_type": "markdown", - "id": "06bd01bf", + "id": "efb50761", "metadata": { "editable": true }, @@ -2478,7 +2478,7 @@ }, { "cell_type": "markdown", - "id": "9cad411e", + "id": "24f72185", "metadata": { "editable": true }, @@ -2488,7 +2488,7 @@ }, { "cell_type": "markdown", - "id": "c37f7792", + "id": "d5013b57", "metadata": { "editable": true }, @@ -2500,7 +2500,7 @@ }, { "cell_type": "markdown", - "id": "8a7f23f8", + "id": "2f6ff059", "metadata": { "editable": true }, @@ -2512,7 +2512,7 @@ }, { "cell_type": "markdown", - "id": "a7fdf6e8", + "id": "d47b38fb", "metadata": { "editable": true }, @@ -2524,7 +2524,7 @@ }, { "cell_type": "markdown", - "id": "3ac73282", + "id": "36a8d4a7", "metadata": { "editable": true }, @@ -2537,7 +2537,7 @@ }, { "cell_type": "markdown", - "id": "e55db5a0", + "id": "63c75044", "metadata": { "editable": true }, @@ -2549,7 +2549,7 @@ }, { "cell_type": "markdown", - "id": "966cd383", + "id": "bb70e597", "metadata": { "editable": true }, @@ -2559,7 +2559,7 @@ }, { "cell_type": "markdown", - "id": "360cb45f", + "id": "457f8252", "metadata": { "editable": true }, @@ -2573,7 +2573,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "2099267d", + "id": "d74c8d3e", "metadata": { "collapsed": false, "editable": true @@ -2670,7 +2670,7 @@ }, { "cell_type": "markdown", - "id": "9ba9afe9", + "id": "3427026e", "metadata": { "editable": true }, @@ -2691,7 +2691,7 @@ }, { "cell_type": "markdown", - "id": "ea4bf6fe", + "id": "1661a515", "metadata": { "editable": true }, @@ -2703,7 +2703,7 @@ }, { "cell_type": "markdown", - "id": "98ca9b28", + "id": "116383ca", "metadata": { "editable": true }, @@ -2713,7 +2713,7 @@ }, { "cell_type": "markdown", - "id": "996fc4f6", + "id": "f328ed8e", "metadata": { "editable": true }, @@ -2725,7 +2725,7 @@ }, { "cell_type": "markdown", - "id": "b5db8128", + "id": "70a1c41a", "metadata": { "editable": true }, @@ -2735,7 +2735,7 @@ }, { "cell_type": "markdown", - "id": "745d6bff", + "id": "e54c04b5", "metadata": { "editable": true }, @@ -2747,7 +2747,7 @@ }, { "cell_type": "markdown", - "id": "2ecb048e", + "id": "8d6e489d", "metadata": { "editable": true }, @@ -2763,7 +2763,7 @@ }, { "cell_type": "markdown", - "id": "73eb2f08", + "id": "945db817", "metadata": { "editable": true }, @@ -2807,7 +2807,7 @@ }, { "cell_type": "markdown", - "id": "41d9c008", + "id": "77e5c2f0", "metadata": { "editable": true }, @@ -2819,7 +2819,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "0af3b38a", + "id": "69f38362", "metadata": { "collapsed": false, "editable": true @@ -2835,7 +2835,7 @@ }, { "cell_type": "markdown", - "id": "41771944", + "id": "65c9c381", "metadata": { "editable": true }, @@ -2846,7 +2846,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "c0ad90ff", + "id": "12b2e5d1", "metadata": { "collapsed": false, "editable": true @@ -2864,7 +2864,7 @@ }, { "cell_type": "markdown", - "id": "ef2f9bce", + "id": "2f67bd5c", "metadata": { "editable": true }, @@ -2875,7 +2875,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "150d1433", + "id": "0798fc31", "metadata": { "collapsed": false, "editable": true @@ -2889,7 +2889,7 @@ }, { "cell_type": "markdown", - "id": "1be017ef", + "id": "011f85eb", "metadata": { "editable": true }, @@ -2900,7 +2900,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "01ef8953", + "id": "4e88e6d9", "metadata": { "collapsed": false, "editable": true @@ -2913,7 +2913,7 @@ }, { "cell_type": "markdown", - "id": "adc486b5", + "id": "d13bfff7", "metadata": { "editable": true }, @@ -2924,7 +2924,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "2471fc63", + "id": "acfac152", "metadata": { "collapsed": false, "editable": true @@ -2941,7 +2941,7 @@ }, { "cell_type": "markdown", - "id": "e26d39f7", + "id": "a8a65330", "metadata": { "editable": true }, @@ -2952,7 +2952,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "6bb60001", + "id": "ba430138", "metadata": { "collapsed": false, "editable": true @@ -2968,7 +2968,7 @@ }, { "cell_type": "markdown", - "id": "90f47dc1", + "id": "9dc31721", "metadata": { "editable": true }, @@ -2979,7 +2979,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "a1f980e4", + "id": "0fba74de", "metadata": { "collapsed": false, "editable": true @@ -3003,7 +3003,7 @@ }, { "cell_type": "markdown", - "id": "9efdaaaa", + "id": "534b849e", "metadata": { "editable": true }, @@ -3014,7 +3014,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "01e9afe5", + "id": "1857b4d1", "metadata": { "collapsed": false, "editable": true @@ -3027,7 +3027,7 @@ }, { "cell_type": "markdown", - "id": "73335565", + "id": "76a73676", "metadata": { "editable": true }, @@ -3038,7 +3038,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "f865febb", + "id": "bff38dc8", "metadata": { "collapsed": false, "editable": true @@ -3058,7 +3058,7 @@ }, { "cell_type": "markdown", - "id": "88f5a339", + "id": "0a2f8089", "metadata": { "editable": true }, @@ -3069,7 +3069,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "bacdbf9b", + "id": "1e496c22", "metadata": { "collapsed": false, "editable": true @@ -3112,7 +3112,7 @@ { "cell_type": "code", "execution_count": 25, - "id": "09aa7ac9", + "id": "b29656fe", "metadata": { "collapsed": false, "editable": true @@ -3127,17 +3127,17 @@ }, { "cell_type": "markdown", - "id": "cb088f7a", + "id": "fe09bc44", "metadata": { "editable": true }, "source": [ - "## Material for lecture Thursday, August 31" + "## Material for lecture Monday, August 26" ] }, { "cell_type": "markdown", - "id": "a452bf26", + "id": "d3382169", "metadata": { "editable": true }, @@ -3151,7 +3151,7 @@ }, { "cell_type": "markdown", - "id": "603ea987", + "id": "3857daba", "metadata": { "editable": true }, @@ -3163,7 +3163,7 @@ }, { "cell_type": "markdown", - "id": "61b65c66", + "id": "76261d37", "metadata": { "editable": true }, @@ -3175,7 +3175,7 @@ }, { "cell_type": "markdown", - "id": "d08fd064", + "id": "40e205e6", "metadata": { "editable": true }, @@ -3187,7 +3187,7 @@ }, { "cell_type": "markdown", - "id": "e8f62983", + "id": "6c52cdb6", "metadata": { "editable": true }, @@ -3197,7 +3197,7 @@ }, { "cell_type": "markdown", - "id": "d68a9415", + "id": "02d60cf7", "metadata": { "editable": true }, @@ -3209,7 +3209,7 @@ }, { "cell_type": "markdown", - "id": "3307fed7", + "id": "534ed2bb", "metadata": { "editable": true }, @@ -3219,7 +3219,7 @@ }, { "cell_type": "markdown", - "id": "8a910e57", + "id": "1b452694", "metadata": { "editable": true }, @@ -3231,7 +3231,7 @@ }, { "cell_type": "markdown", - "id": "218a6b48", + "id": "c2d89ae1", "metadata": { "editable": true }, @@ -3242,7 +3242,7 @@ }, { "cell_type": "markdown", - "id": "8f3748ba", + "id": "e4250c05", "metadata": { "editable": true }, @@ -3254,7 +3254,7 @@ }, { "cell_type": "markdown", - "id": "d0385420", + "id": "cb3fece3", "metadata": { "editable": true }, @@ -3266,7 +3266,7 @@ }, { "cell_type": "markdown", - "id": "4644a05e", + "id": "5b00cb80", "metadata": { "editable": true }, @@ -3276,7 +3276,7 @@ }, { "cell_type": "markdown", - "id": "bfb350df", + "id": "88bc2754", "metadata": { "editable": true }, @@ -3288,7 +3288,7 @@ }, { "cell_type": "markdown", - "id": "508acac7", + "id": "36f54905", "metadata": { "editable": true }, @@ -3300,7 +3300,7 @@ }, { "cell_type": "markdown", - "id": "1cde0c41", + "id": "d9053b73", "metadata": { "editable": true }, @@ -3310,7 +3310,7 @@ }, { "cell_type": "markdown", - "id": "683baaea", + "id": "c48d7e54", "metadata": { "editable": true }, @@ -3322,7 +3322,7 @@ }, { "cell_type": "markdown", - "id": "ec9c67ea", + "id": "46a000e5", "metadata": { "editable": true }, @@ -3332,7 +3332,7 @@ }, { "cell_type": "markdown", - "id": "cdc9c6fc", + "id": "52d75bcb", "metadata": { "editable": true }, @@ -3344,7 +3344,7 @@ }, { "cell_type": "markdown", - "id": "c7590b65", + "id": "4195b03f", "metadata": { "editable": true }, @@ -3354,7 +3354,7 @@ }, { "cell_type": "markdown", - "id": "f2d7afb2", + "id": "925e6cdd", "metadata": { "editable": true }, @@ -3394,7 +3394,7 @@ }, { "cell_type": "markdown", - "id": "69fd907d", + "id": "51f2ff8a", "metadata": { "editable": true }, @@ -3411,7 +3411,7 @@ }, { "cell_type": "markdown", - "id": "33b93521", + "id": "6918bf17", "metadata": { "editable": true }, @@ -3434,7 +3434,7 @@ }, { "cell_type": "markdown", - "id": "600d8db6", + "id": "3d2f592b", "metadata": { "editable": true }, @@ -3451,7 +3451,7 @@ }, { "cell_type": "markdown", - "id": "22fc0a80", + "id": "41b65d18", "metadata": { "editable": true }, @@ -3470,7 +3470,7 @@ }, { "cell_type": "markdown", - "id": "bd71990f", + "id": "1a461569", "metadata": { "editable": true }, @@ -3481,7 +3481,7 @@ }, { "cell_type": "markdown", - "id": "587d44ae", + "id": "be605228", "metadata": { "editable": true }, @@ -3493,7 +3493,7 @@ }, { "cell_type": "markdown", - "id": "2158156f", + "id": "f17cec6d", "metadata": { "editable": true }, @@ -3511,7 +3511,7 @@ }, { "cell_type": "markdown", - "id": "10eb0b7c", + "id": "9b9d5ddf", "metadata": { "editable": true }, @@ -3527,7 +3527,7 @@ }, { "cell_type": "markdown", - "id": "2aceb644", + "id": "932bffa3", "metadata": { "editable": true }, @@ -3539,7 +3539,7 @@ }, { "cell_type": "markdown", - "id": "1465b8be", + "id": "c1f00aee", "metadata": { "editable": true }, @@ -3549,7 +3549,7 @@ }, { "cell_type": "markdown", - "id": "b3afc822", + "id": "3604c99a", "metadata": { "editable": true }, @@ -3564,7 +3564,7 @@ }, { "cell_type": "markdown", - "id": "4357f67d", + "id": "2e80cf21", "metadata": { "editable": true }, @@ -3576,7 +3576,7 @@ }, { "cell_type": "markdown", - "id": "b2ed8199", + "id": "a32f751b", "metadata": { "editable": true }, @@ -3586,7 +3586,7 @@ }, { "cell_type": "markdown", - "id": "a28f5e2a", + "id": "a8a1ea95", "metadata": { "editable": true }, @@ -3598,7 +3598,7 @@ }, { "cell_type": "markdown", - "id": "dda00171", + "id": "e9f08d58", "metadata": { "editable": true }, @@ -3608,7 +3608,7 @@ }, { "cell_type": "markdown", - "id": "99e49156", + "id": "b31aa210", "metadata": { "editable": true }, @@ -3620,7 +3620,7 @@ }, { "cell_type": "markdown", - "id": "3de354b0", + "id": "04ca3686", "metadata": { "editable": true }, @@ -3632,7 +3632,7 @@ }, { "cell_type": "markdown", - "id": "9b719377", + "id": "2744d555", "metadata": { "editable": true }, @@ -3647,7 +3647,7 @@ }, { "cell_type": "markdown", - "id": "f46453c7", + "id": "b4dbc730", "metadata": { "editable": true }, @@ -3658,7 +3658,7 @@ }, { "cell_type": "markdown", - "id": "0255efb1", + "id": "6a7e0d8d", "metadata": { "editable": true }, @@ -3678,7 +3678,7 @@ }, { "cell_type": "markdown", - "id": "61df6aad", + "id": "b5589818", "metadata": { "editable": true }, @@ -3690,7 +3690,7 @@ }, { "cell_type": "markdown", - "id": "ac44e8fa", + "id": "ba92a58d", "metadata": { "editable": true }, @@ -3700,7 +3700,7 @@ }, { "cell_type": "markdown", - "id": "a73ed285", + "id": "3e42d32f", "metadata": { "editable": true }, @@ -3712,7 +3712,7 @@ }, { "cell_type": "markdown", - "id": "4809c104", + "id": "5871fc56", "metadata": { "editable": true }, @@ -3741,7 +3741,7 @@ }, { "cell_type": "markdown", - "id": "9ff4078a", + "id": "2c40a587", "metadata": { "editable": true }, @@ -3768,7 +3768,7 @@ }, { "cell_type": "markdown", - "id": "78a8b113", + "id": "86bb27e5", "metadata": { "editable": true }, @@ -3779,7 +3779,7 @@ { "cell_type": "code", "execution_count": 26, - "id": "47f6d805", + "id": "7d723026", "metadata": { "collapsed": false, "editable": true @@ -3819,7 +3819,7 @@ }, { "cell_type": "markdown", - "id": "5d841c14", + "id": "6ba20814", "metadata": { "editable": true }, @@ -3836,7 +3836,7 @@ }, { "cell_type": "markdown", - "id": "579b46a4", + "id": "f0ba9fdf", "metadata": { "editable": true }, @@ -3859,7 +3859,7 @@ }, { "cell_type": "markdown", - "id": "1bb48e3c", + "id": "05305864", "metadata": { "editable": true }, @@ -3873,7 +3873,7 @@ }, { "cell_type": "markdown", - "id": "a872fcf9", + "id": "ba19ecc6", "metadata": { "editable": true }, @@ -3892,7 +3892,7 @@ }, { "cell_type": "markdown", - "id": "f0565ccd", + "id": "78fe6a71", "metadata": { "editable": true }, @@ -3902,7 +3902,7 @@ }, { "cell_type": "markdown", - "id": "a659e96f", + "id": "eded4aaf", "metadata": { "editable": true }, @@ -3914,7 +3914,7 @@ }, { "cell_type": "markdown", - "id": "fcfcf6b0", + "id": "986966fe", "metadata": { "editable": true }, @@ -3928,7 +3928,7 @@ }, { "cell_type": "markdown", - "id": "ea39064c", + "id": "c89f302c", "metadata": { "editable": true }, @@ -3940,7 +3940,7 @@ }, { "cell_type": "markdown", - "id": "0096e499", + "id": "25a8285b", "metadata": { "editable": true }, @@ -3950,7 +3950,7 @@ }, { "cell_type": "markdown", - "id": "bf32dfa9", + "id": "6cfac001", "metadata": { "editable": true }, @@ -3962,7 +3962,7 @@ }, { "cell_type": "markdown", - "id": "e0d6fee2", + "id": "4578655e", "metadata": { "editable": true }, @@ -3979,7 +3979,7 @@ }, { "cell_type": "markdown", - "id": "0cb15d9d", + "id": "f363ae2e", "metadata": { "editable": true }, @@ -3989,7 +3989,7 @@ }, { "cell_type": "markdown", - "id": "754f4312", + "id": "e652538d", "metadata": { "editable": true }, @@ -4005,7 +4005,7 @@ }, { "cell_type": "markdown", - "id": "5bd1e9b0", + "id": "14e808f9", "metadata": { "editable": true }, @@ -4015,7 +4015,7 @@ }, { "cell_type": "markdown", - "id": "2a839ac1", + "id": "270b06ed", "metadata": { "editable": true }, @@ -4031,7 +4031,7 @@ }, { "cell_type": "markdown", - "id": "69e34c64", + "id": "81f802a2", "metadata": { "editable": true }, @@ -4041,7 +4041,7 @@ }, { "cell_type": "markdown", - "id": "b32ae1de", + "id": "201509ff", "metadata": { "editable": true }, @@ -4057,7 +4057,7 @@ }, { "cell_type": "markdown", - "id": "00c3ff66", + "id": "2e1c2673", "metadata": { "editable": true }, @@ -4067,7 +4067,7 @@ }, { "cell_type": "markdown", - "id": "92f1238d", + "id": "81f46769", "metadata": { "editable": true }, @@ -4084,7 +4084,7 @@ }, { "cell_type": "markdown", - "id": "71f43637", + "id": "67f178c5", "metadata": { "editable": true }, @@ -4096,7 +4096,7 @@ }, { "cell_type": "markdown", - "id": "4bac0a15", + "id": "76c523eb", "metadata": { "editable": true }, @@ -4108,7 +4108,7 @@ }, { "cell_type": "markdown", - "id": "b523b964", + "id": "0424921e", "metadata": { "editable": true }, @@ -4120,7 +4120,7 @@ }, { "cell_type": "markdown", - "id": "3d7f8195", + "id": "0745a41b", "metadata": { "editable": true }, @@ -4130,7 +4130,7 @@ }, { "cell_type": "markdown", - "id": "f308dd0a", + "id": "b33fe91d", "metadata": { "editable": true }, @@ -4142,7 +4142,7 @@ }, { "cell_type": "markdown", - "id": "929784cf", + "id": "372dd691", "metadata": { "editable": true }, @@ -4154,7 +4154,7 @@ }, { "cell_type": "markdown", - "id": "09dccee1", + "id": "2bae5fff", "metadata": { "editable": true }, @@ -4166,7 +4166,7 @@ }, { "cell_type": "markdown", - "id": "165b3f17", + "id": "7df9ac42", "metadata": { "editable": true }, @@ -4176,7 +4176,7 @@ }, { "cell_type": "markdown", - "id": "24a8dd50", + "id": "33af8e3c", "metadata": { "editable": true }, @@ -4188,7 +4188,7 @@ }, { "cell_type": "markdown", - "id": "2597dc03", + "id": "bc1796c4", "metadata": { "editable": true }, @@ -4198,7 +4198,7 @@ }, { "cell_type": "markdown", - "id": "4d40ddce", + "id": "adedaeb9", "metadata": { "editable": true }, @@ -4210,7 +4210,7 @@ }, { "cell_type": "markdown", - "id": "41d0e0cb", + "id": "823997bb", "metadata": { "editable": true }, @@ -4226,7 +4226,7 @@ }, { "cell_type": "markdown", - "id": "e4bafe51", + "id": "63c5096e", "metadata": { "editable": true }, @@ -4238,7 +4238,7 @@ }, { "cell_type": "markdown", - "id": "aab4d56f", + "id": "d646164d", "metadata": { "editable": true }, @@ -4250,7 +4250,7 @@ }, { "cell_type": "markdown", - "id": "861395ef", + "id": "566adf44", "metadata": { "editable": true }, @@ -4260,7 +4260,7 @@ }, { "cell_type": "markdown", - "id": "299b8198", + "id": "41683df3", "metadata": { "editable": true }, @@ -4272,7 +4272,7 @@ }, { "cell_type": "markdown", - "id": "2096c2e7", + "id": "fefe96c7", "metadata": { "editable": true }, @@ -4283,7 +4283,7 @@ }, { "cell_type": "markdown", - "id": "4ad3b043", + "id": "376366a5", "metadata": { "editable": true }, @@ -4295,7 +4295,7 @@ }, { "cell_type": "markdown", - "id": "66bf91e3", + "id": "9a44dcea", "metadata": { "editable": true }, @@ -4305,7 +4305,7 @@ }, { "cell_type": "markdown", - "id": "95afc99c", + "id": "87f3a3ae", "metadata": { "editable": true }, @@ -4317,7 +4317,7 @@ }, { "cell_type": "markdown", - "id": "73334115", + "id": "834dec2b", "metadata": { "editable": true }, @@ -4327,7 +4327,7 @@ }, { "cell_type": "markdown", - "id": "fb6f936e", + "id": "955aff0d", "metadata": { "editable": true }, @@ -4339,7 +4339,7 @@ }, { "cell_type": "markdown", - "id": "f9093b47", + "id": "f2cd6822", "metadata": { "editable": true }, @@ -4350,7 +4350,7 @@ }, { "cell_type": "markdown", - "id": "fe539ee1", + "id": "bcc925fe", "metadata": { "editable": true }, @@ -4362,7 +4362,7 @@ }, { "cell_type": "markdown", - "id": "d130c8c1", + "id": "7d6c020e", "metadata": { "editable": true }, @@ -4380,7 +4380,7 @@ }, { "cell_type": "markdown", - "id": "6787b5c2", + "id": "91aab4f3", "metadata": { "editable": true }, @@ -4396,7 +4396,7 @@ }, { "cell_type": "markdown", - "id": "b2e599e5", + "id": "69c51950", "metadata": { "editable": true }, @@ -4408,7 +4408,7 @@ }, { "cell_type": "markdown", - "id": "854ff040", + "id": "b3d1753d", "metadata": { "editable": true }, @@ -4420,7 +4420,7 @@ }, { "cell_type": "markdown", - "id": "aaf5e54e", + "id": "422a93cb", "metadata": { "editable": true }, @@ -4432,7 +4432,7 @@ }, { "cell_type": "markdown", - "id": "444a68be", + "id": "e91fa3f9", "metadata": { "editable": true }, @@ -4445,7 +4445,7 @@ }, { "cell_type": "markdown", - "id": "56e0f274", + "id": "38d7243c", "metadata": { "editable": true }, @@ -4461,7 +4461,7 @@ }, { "cell_type": "markdown", - "id": "a55a54c3", + "id": "cf05427b", "metadata": { "editable": true }, @@ -4475,7 +4475,7 @@ }, { "cell_type": "markdown", - "id": "b614c964", + "id": "669535d8", "metadata": { "editable": true }, @@ -4485,7 +4485,7 @@ }, { "cell_type": "markdown", - "id": "624b1c18", + "id": "2d3f40e3", "metadata": { "editable": true }, @@ -4497,7 +4497,7 @@ }, { "cell_type": "markdown", - "id": "63dc085a", + "id": "5a362e08", "metadata": { "editable": true }, @@ -4507,7 +4507,7 @@ }, { "cell_type": "markdown", - "id": "28db2f6a", + "id": "c6b7a147", "metadata": { "editable": true }, @@ -4519,7 +4519,7 @@ }, { "cell_type": "markdown", - "id": "a9f1ebdd", + "id": "d5057a56", "metadata": { "editable": true }, @@ -4529,7 +4529,7 @@ }, { "cell_type": "markdown", - "id": "0b8bf07b", + "id": "12933123", "metadata": { "editable": true }, @@ -4543,7 +4543,7 @@ }, { "cell_type": "markdown", - "id": "5f237448", + "id": "092207da", "metadata": { "editable": true }, @@ -4560,7 +4560,7 @@ }, { "cell_type": "markdown", - "id": "75b7044c", + "id": "5a750215", "metadata": { "editable": true }, @@ -4576,7 +4576,7 @@ }, { "cell_type": "markdown", - "id": "51268862", + "id": "441fe7f9", "metadata": { "editable": true }, @@ -4588,7 +4588,7 @@ }, { "cell_type": "markdown", - "id": "608b9dff", + "id": "ab03ac1e", "metadata": { "editable": true }, @@ -4601,7 +4601,7 @@ }, { "cell_type": "markdown", - "id": "b06c316f", + "id": "2c57e4b5", "metadata": { "editable": true }, @@ -4615,7 +4615,7 @@ }, { "cell_type": "markdown", - "id": "e82ba709", + "id": "32b50f70", "metadata": { "editable": true }, @@ -4625,7 +4625,7 @@ }, { "cell_type": "markdown", - "id": "92d739a1", + "id": "036448a4", "metadata": { "editable": true }, @@ -4638,7 +4638,7 @@ }, { "cell_type": "markdown", - "id": "14ce5cea", + "id": "c257faa8", "metadata": { "editable": true }, @@ -4657,7 +4657,7 @@ }, { "cell_type": "markdown", - "id": "f7e1f2b1", + "id": "1c9039ba", "metadata": { "editable": true }, @@ -4669,7 +4669,7 @@ }, { "cell_type": "markdown", - "id": "71910404", + "id": "0d3084a8", "metadata": { "editable": true }, @@ -4681,7 +4681,7 @@ }, { "cell_type": "markdown", - "id": "cbd60268", + "id": "67f574a8", "metadata": { "editable": true }, @@ -4691,7 +4691,7 @@ }, { "cell_type": "markdown", - "id": "e6c94e3d", + "id": "eda6ee7a", "metadata": { "editable": true }, @@ -4703,7 +4703,7 @@ }, { "cell_type": "markdown", - "id": "20cf812e", + "id": "4b6d4734", "metadata": { "editable": true }, @@ -4716,7 +4716,7 @@ }, { "cell_type": "markdown", - "id": "dd1cb8be", + "id": "e257d49b", "metadata": { "editable": true }, @@ -4735,7 +4735,7 @@ }, { "cell_type": "markdown", - "id": "98a4e944", + "id": "695b0f79", "metadata": { "editable": true }, @@ -4745,7 +4745,7 @@ }, { "cell_type": "markdown", - "id": "8c6e3845", + "id": "f1d9028d", "metadata": { "editable": true }, @@ -4764,7 +4764,7 @@ }, { "cell_type": "markdown", - "id": "bc13a77d", + "id": "35bdcc95", "metadata": { "editable": true }, @@ -4782,7 +4782,7 @@ }, { "cell_type": "markdown", - "id": "19d6cd9e", + "id": "90cd1cea", "metadata": { "editable": true }, @@ -4796,7 +4796,7 @@ }, { "cell_type": "markdown", - "id": "c5c7eee1", + "id": "53cde0d1", "metadata": { "editable": true }, @@ -4811,7 +4811,7 @@ { "cell_type": "code", "execution_count": 27, - "id": "6ab6bcc3", + "id": "8a51d6f1", "metadata": { "collapsed": false, "editable": true @@ -4832,7 +4832,7 @@ }, { "cell_type": "markdown", - "id": "839a512c", + "id": "94b8b04d", "metadata": { "editable": true }, @@ -4849,7 +4849,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "bad7396d", + "id": "47392744", "metadata": { "collapsed": false, "editable": true @@ -4881,7 +4881,7 @@ }, { "cell_type": "markdown", - "id": "365c6ef8", + "id": "33c0acc4", "metadata": { "editable": true }, @@ -4895,7 +4895,7 @@ }, { "cell_type": "markdown", - "id": "6fd82fe9", + "id": "1b6103d0", "metadata": { "editable": true }, @@ -4908,7 +4908,7 @@ { "cell_type": "code", "execution_count": 29, - "id": "80ba738c", + "id": "bdfca206", "metadata": { "collapsed": false, "editable": true @@ -4933,7 +4933,7 @@ }, { "cell_type": "markdown", - "id": "4f390c8f", + "id": "b693ff15", "metadata": { "editable": true }, @@ -4943,7 +4943,7 @@ }, { "cell_type": "markdown", - "id": "4bceabcb", + "id": "cacec5d1", "metadata": { "editable": true }, @@ -4954,7 +4954,7 @@ { "cell_type": "code", "execution_count": 30, - "id": "0146e7c8", + "id": "723177c1", "metadata": { "collapsed": false, "editable": true @@ -5008,7 +5008,7 @@ }, { "cell_type": "markdown", - "id": "6e15d041", + "id": "33b23bba", "metadata": { "editable": true }, @@ -5025,7 +5025,7 @@ }, { "cell_type": "markdown", - "id": "107d5b46", + "id": "270fa62f", "metadata": { "editable": true }, @@ -5037,7 +5037,7 @@ }, { "cell_type": "markdown", - "id": "e47d0e76", + "id": "7974fb9e", "metadata": { "editable": true }, @@ -5049,7 +5049,7 @@ }, { "cell_type": "markdown", - "id": "86b8daf6", + "id": "139157fe", "metadata": { "editable": true }, @@ -5059,7 +5059,7 @@ }, { "cell_type": "markdown", - "id": "934cc6c5", + "id": "0b37296d", "metadata": { "editable": true }, @@ -5076,7 +5076,7 @@ }, { "cell_type": "markdown", - "id": "2a384ee9", + "id": "ad077374", "metadata": { "editable": true }, @@ -5086,7 +5086,7 @@ }, { "cell_type": "markdown", - "id": "e9a632a7", + "id": "d50ad735", "metadata": { "editable": true }, @@ -5101,7 +5101,7 @@ }, { "cell_type": "markdown", - "id": "8cbf4cb8", + "id": "209e3d90", "metadata": { "editable": true }, @@ -5111,7 +5111,7 @@ }, { "cell_type": "markdown", - "id": "b29a7909", + "id": "50b76f78", "metadata": { "editable": true }, @@ -5125,7 +5125,7 @@ }, { "cell_type": "markdown", - "id": "31b9c6a9", + "id": "d059450a", "metadata": { "editable": true }, @@ -5137,7 +5137,7 @@ }, { "cell_type": "markdown", - "id": "cdc2f810", + "id": "6386e031", "metadata": { "editable": true }, @@ -5149,7 +5149,7 @@ }, { "cell_type": "markdown", - "id": "0b7d368d", + "id": "f3e508b8", "metadata": { "editable": true }, @@ -5161,7 +5161,7 @@ }, { "cell_type": "markdown", - "id": "6d5ddd28", + "id": "cc3e754f", "metadata": { "editable": true }, @@ -5171,7 +5171,7 @@ }, { "cell_type": "markdown", - "id": "a18622fc", + "id": "9c7c81ad", "metadata": { "editable": true }, @@ -5183,7 +5183,7 @@ }, { "cell_type": "markdown", - "id": "b5a8893c", + "id": "281db6b9", "metadata": { "editable": true }, @@ -5193,7 +5193,7 @@ }, { "cell_type": "markdown", - "id": "50a0a62a", + "id": "b115f208", "metadata": { "editable": true }, @@ -5210,7 +5210,7 @@ }, { "cell_type": "markdown", - "id": "20380d89", + "id": "251348ff", "metadata": { "editable": true }, @@ -5220,7 +5220,7 @@ }, { "cell_type": "markdown", - "id": "10805b50", + "id": "5e8999a8", "metadata": { "editable": true }, @@ -5232,7 +5232,7 @@ }, { "cell_type": "markdown", - "id": "b9c31a46", + "id": "baa41b1f", "metadata": { "editable": true }, @@ -5242,7 +5242,7 @@ }, { "cell_type": "markdown", - "id": "1f48b48e", + "id": "edc49a9c", "metadata": { "editable": true }, @@ -5254,7 +5254,7 @@ }, { "cell_type": "markdown", - "id": "ad8f7a8c", + "id": "aa468374", "metadata": { "editable": true }, @@ -5268,7 +5268,7 @@ }, { "cell_type": "markdown", - "id": "9e0dec01", + "id": "fe80818f", "metadata": { "editable": true }, @@ -5280,7 +5280,7 @@ }, { "cell_type": "markdown", - "id": "46fd0b6d", + "id": "1b07632d", "metadata": { "editable": true }, @@ -5302,7 +5302,7 @@ }, { "cell_type": "markdown", - "id": "3d2047ca", + "id": "c5200e7a", "metadata": { "editable": true }, @@ -5314,7 +5314,7 @@ }, { "cell_type": "markdown", - "id": "4a5f5016", + "id": "0241bc7f", "metadata": { "editable": true }, @@ -5329,7 +5329,7 @@ }, { "cell_type": "markdown", - "id": "52651fc6", + "id": "a1c425c2", "metadata": { "editable": true }, @@ -5341,7 +5341,7 @@ }, { "cell_type": "markdown", - "id": "fea09344", + "id": "dd5e8a32", "metadata": { "editable": true }, @@ -5353,7 +5353,7 @@ }, { "cell_type": "markdown", - "id": "bcfd303f", + "id": "e6571925", "metadata": { "editable": true }, @@ -5363,7 +5363,7 @@ }, { "cell_type": "markdown", - "id": "f684d942", + "id": "e7dbd70e", "metadata": { "editable": true }, @@ -5375,7 +5375,7 @@ }, { "cell_type": "markdown", - "id": "1e54bd36", + "id": "1466e8ae", "metadata": { "editable": true }, @@ -5385,7 +5385,7 @@ }, { "cell_type": "markdown", - "id": "4cdcdef2", + "id": "d7f724ef", "metadata": { "editable": true }, @@ -5397,7 +5397,7 @@ }, { "cell_type": "markdown", - "id": "a6d5bd03", + "id": "820829f8", "metadata": { "editable": true }, @@ -5407,7 +5407,7 @@ }, { "cell_type": "markdown", - "id": "a4d9fc21", + "id": "2dd2f701", "metadata": { "editable": true }, @@ -5419,7 +5419,7 @@ }, { "cell_type": "markdown", - "id": "119bc56e", + "id": "1df74a76", "metadata": { "editable": true }, @@ -5436,7 +5436,7 @@ }, { "cell_type": "markdown", - "id": "d15cad60", + "id": "8ef1c4f6", "metadata": { "editable": true }, @@ -5449,7 +5449,7 @@ }, { "cell_type": "markdown", - "id": "f725d905", + "id": "d6e4c1f4", "metadata": { "editable": true }, @@ -5461,7 +5461,7 @@ }, { "cell_type": "markdown", - "id": "a2a5b25f", + "id": "0ddd588d", "metadata": { "editable": true }, @@ -5471,7 +5471,7 @@ }, { "cell_type": "markdown", - "id": "a9f43162", + "id": "42f48807", "metadata": { "editable": true }, @@ -5484,7 +5484,7 @@ }, { "cell_type": "markdown", - "id": "debb0a19", + "id": "829c3c2e", "metadata": { "editable": true }, @@ -5494,7 +5494,7 @@ }, { "cell_type": "markdown", - "id": "2764c014", + "id": "2a3748ae", "metadata": { "editable": true }, @@ -5506,7 +5506,7 @@ }, { "cell_type": "markdown", - "id": "ad141726", + "id": "6bcf3ebf", "metadata": { "editable": true }, @@ -5519,7 +5519,7 @@ }, { "cell_type": "markdown", - "id": "d194482f", + "id": "a7b8985f", "metadata": { "editable": true }, @@ -5532,7 +5532,7 @@ }, { "cell_type": "markdown", - "id": "7ccf56c7", + "id": "a5edb980", "metadata": { "editable": true }, @@ -5544,7 +5544,7 @@ }, { "cell_type": "markdown", - "id": "41939010", + "id": "47925d0e", "metadata": { "editable": true }, @@ -5556,7 +5556,7 @@ }, { "cell_type": "markdown", - "id": "93d38078", + "id": "287a10ae", "metadata": { "editable": true }, @@ -5566,7 +5566,7 @@ }, { "cell_type": "markdown", - "id": "9c6d063a", + "id": "0e81023f", "metadata": { "editable": true }, @@ -5579,7 +5579,7 @@ }, { "cell_type": "markdown", - "id": "90d9a525", + "id": "e7615ac4", "metadata": { "editable": true }, @@ -5591,7 +5591,7 @@ }, { "cell_type": "markdown", - "id": "d1c9d3ea", + "id": "8214a390", "metadata": { "editable": true }, @@ -5603,7 +5603,7 @@ }, { "cell_type": "markdown", - "id": "6a03fd03", + "id": "154da46f", "metadata": { "editable": true }, @@ -5615,7 +5615,7 @@ }, { "cell_type": "markdown", - "id": "12f9e2f4", + "id": "b62e6cfe", "metadata": { "editable": true }, @@ -5627,7 +5627,7 @@ }, { "cell_type": "markdown", - "id": "0bd449c0", + "id": "2d4462c8", "metadata": { "editable": true }, @@ -5641,7 +5641,7 @@ }, { "cell_type": "markdown", - "id": "528f4c54", + "id": "e9e4c483", "metadata": { "editable": true }, @@ -5653,7 +5653,7 @@ }, { "cell_type": "markdown", - "id": "a4e89b45", + "id": "35403527", "metadata": { "editable": true }, @@ -5663,7 +5663,7 @@ }, { "cell_type": "markdown", - "id": "af51b23c", + "id": "6b4f2461", "metadata": { "editable": true }, @@ -5675,7 +5675,7 @@ }, { "cell_type": "markdown", - "id": "26945717", + "id": "e41db532", "metadata": { "editable": true }, @@ -5687,7 +5687,7 @@ }, { "cell_type": "markdown", - "id": "70a85186", + "id": "6fbf9ebc", "metadata": { "editable": true }, @@ -5699,7 +5699,7 @@ }, { "cell_type": "markdown", - "id": "86de1af1", + "id": "79798101", "metadata": { "editable": true }, @@ -5711,7 +5711,7 @@ }, { "cell_type": "markdown", - "id": "a7eaaac6", + "id": "5155ed23", "metadata": { "editable": true }, @@ -5723,7 +5723,7 @@ }, { "cell_type": "markdown", - "id": "732d4020", + "id": "26857a03", "metadata": { "editable": true }, @@ -5742,7 +5742,7 @@ }, { "cell_type": "markdown", - "id": "06f71f9c", + "id": "5b73b124", "metadata": { "editable": true }, @@ -5754,7 +5754,7 @@ }, { "cell_type": "markdown", - "id": "04266404", + "id": "d3fbbcea", "metadata": { "editable": true }, @@ -5764,7 +5764,7 @@ }, { "cell_type": "markdown", - "id": "753d4bf0", + "id": "df2c5b38", "metadata": { "editable": true }, @@ -5776,7 +5776,7 @@ }, { "cell_type": "markdown", - "id": "ea8b1f8f", + "id": "b3c2ae09", "metadata": { "editable": true }, @@ -5786,7 +5786,7 @@ }, { "cell_type": "markdown", - "id": "12703a7e", + "id": "0093c22b", "metadata": { "editable": true }, @@ -5798,7 +5798,7 @@ }, { "cell_type": "markdown", - "id": "90522189", + "id": "ce264b0f", "metadata": { "editable": true }, @@ -5810,7 +5810,7 @@ }, { "cell_type": "markdown", - "id": "b81abc7b", + "id": "43d539b4", "metadata": { "editable": true }, @@ -5826,7 +5826,7 @@ }, { "cell_type": "markdown", - "id": "115018b1", + "id": "4c91ef19", "metadata": { "editable": true }, @@ -5838,7 +5838,7 @@ }, { "cell_type": "markdown", - "id": "8741b7a9", + "id": "d5f365d5", "metadata": { "editable": true }, @@ -5850,7 +5850,7 @@ }, { "cell_type": "markdown", - "id": "5fe75d98", + "id": "3a283860", "metadata": { "editable": true }, @@ -5860,7 +5860,7 @@ }, { "cell_type": "markdown", - "id": "522e6278", + "id": "b7bd9d23", "metadata": { "editable": true }, @@ -5872,7 +5872,7 @@ }, { "cell_type": "markdown", - "id": "eaa39cca", + "id": "b04077ea", "metadata": { "editable": true }, @@ -5882,7 +5882,7 @@ }, { "cell_type": "markdown", - "id": "230a8059", + "id": "6b466931", "metadata": { "editable": true }, @@ -5894,7 +5894,7 @@ }, { "cell_type": "markdown", - "id": "698a93f7", + "id": "21350df8", "metadata": { "editable": true }, @@ -5911,7 +5911,7 @@ }, { "cell_type": "markdown", - "id": "96e49fbc", + "id": "6d69b078", "metadata": { "editable": true }, @@ -5923,7 +5923,7 @@ }, { "cell_type": "markdown", - "id": "f2043d81", + "id": "16f84dae", "metadata": { "editable": true }, @@ -5935,7 +5935,7 @@ }, { "cell_type": "markdown", - "id": "f2dd8e44", + "id": "3d86d4c0", "metadata": { "editable": true }, @@ -5945,7 +5945,7 @@ }, { "cell_type": "markdown", - "id": "0ab90bb2", + "id": "196fbf87", "metadata": { "editable": true }, @@ -5957,7 +5957,7 @@ }, { "cell_type": "markdown", - "id": "1090467c", + "id": "003336eb", "metadata": { "editable": true }, @@ -5967,7 +5967,7 @@ }, { "cell_type": "markdown", - "id": "8bc71963", + "id": "3bca8e80", "metadata": { "editable": true }, @@ -5979,7 +5979,7 @@ }, { "cell_type": "markdown", - "id": "918da4ad", + "id": "fc570f8a", "metadata": { "editable": true }, @@ -5989,7 +5989,7 @@ }, { "cell_type": "markdown", - "id": "ee673e3d", + "id": "99e5bedb", "metadata": { "editable": true }, @@ -6001,7 +6001,7 @@ }, { "cell_type": "markdown", - "id": "03352030", + "id": "736c1f1e", "metadata": { "editable": true }, @@ -6011,7 +6011,7 @@ }, { "cell_type": "markdown", - "id": "1b29a63e", + "id": "c1cc149d", "metadata": { "editable": true }, @@ -6023,7 +6023,7 @@ }, { "cell_type": "markdown", - "id": "206bcec2", + "id": "0e7699e1", "metadata": { "editable": true }, diff --git a/doc/src/week35/week35.do.txt b/doc/src/week35/week35.do.txt index fd1eaaae0..81ab65d62 100644 --- a/doc/src/week35/week35.do.txt +++ b/doc/src/week35/week35.do.txt @@ -9,7 +9,7 @@ DATE: August 26-30 The main topics are: o Brief repetition from last week -o Derivation of the equations for ordinary least squares +o Discussions of the equations for ordinary least squares o Discussion on how to prepare data and examples of applications of linear regression o Material for the lecture on Monday: Mathematical interpretations of linear regression o Monday: Ridge and Lasso regression and Singular Value Decomposition @@ -1533,7 +1533,7 @@ plt.show() !split -===== Material for lecture Thursday, August 31 ===== +===== Material for lecture Monday, August 26 ===== !split