From 1412a627cb6268ce6f0ef9b04acebf9d5d143021 Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Tue, 4 Oct 2022 22:17:41 +0200 Subject: [PATCH] update --- doc/pub/week39/html/week39-bs.html | 6 +- doc/pub/week39/html/week39-reveal.html | 24 - doc/pub/week39/html/week39-solarized.html | 26 +- doc/pub/week39/html/week39.html | 26 +- doc/pub/week39/ipynb/ipynb-week39-src.tar.gz | Bin 192 -> 193 bytes doc/pub/week39/ipynb/week39.ipynb | 593 +++++++++---------- doc/src/week39/week39.do.txt | 24 - 7 files changed, 286 insertions(+), 413 deletions(-) diff --git a/doc/pub/week39/html/week39-bs.html b/doc/pub/week39/html/week39-bs.html index 2c358574c..63c281832 100644 --- a/doc/pub/week39/html/week39-bs.html +++ b/doc/pub/week39/html/week39-bs.html @@ -267,8 +267,7 @@ doconce format html week39.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'introducing-jax-https-jax-readthedocs-io-en-latest'), - ('Weekend challenge', 2, None, 'weekend-challenge'), - ('algorithms', 2, None, 'algorithms')]} + ('Weekend challenge', 2, None, 'weekend-challenge')]} end of tocinfo --> @@ -390,7 +389,6 @@ MathJax.Hub.Config({
  • And Logistic Regression
  • Introducing "JAX":"https://jax.readthedocs.io/en/latest/"
  • Weekend challenge
    • -
  • algorithms
    • @@ -445,7 +443,7 @@ MathJax.Hub.Config({
  • 9
  • 10
  • ...
    • -
  • 89
    • +
  • 88
  • »
    • diff --git a/doc/pub/week39/html/week39-reveal.html b/doc/pub/week39/html/week39-reveal.html index 5eaf31872..24943ab03 100644 --- a/doc/pub/week39/html/week39-reveal.html +++ b/doc/pub/week39/html/week39-reveal.html @@ -3781,30 +3781,6 @@ derivative_fn = grad(sum_logistic) -
    -

    algorithms

    - -

    \begin{algorithm} -\caption{An algorithm with caption} -\KwData{\( n \geq 0 \)} -\KwResult{\( y = x^n \)} -$y \gets 1$\; -$X \gets x$\; -$N \gets n$\; -\While{\( N \neq 0 \)}{ - \eIf{\( N \) is even}{ - $X \gets X \times X$\; - \( N \gets \frac{N}{2} \) \Comment*[r]{This is a comment} - }{\If{\( N \) is odd}{ - $y \gets y \times X$\; - $N \gets N - 1$\; - } - } -} -\end{algorithm} -

    -
    - diff --git a/doc/pub/week39/html/week39-solarized.html b/doc/pub/week39/html/week39-solarized.html index 3ff32528d..29b59d761 100644 --- a/doc/pub/week39/html/week39-solarized.html +++ b/doc/pub/week39/html/week39-solarized.html @@ -294,8 +294,7 @@ div.toc p,a { 2, None, 'introducing-jax-https-jax-readthedocs-io-en-latest'), - ('Weekend challenge', 2, None, 'weekend-challenge'), - ('algorithms', 2, None, 'algorithms')]} + ('Weekend challenge', 2, None, 'weekend-challenge')]} end of tocinfo --> @@ -3713,29 +3712,6 @@ derivative_fn = grad(sum_logistic)
  • Add a more complicated function and study the rate of convergence for the derivatives as function of the different methods
  • Extend from linear regression to logistic regression.
    • -









    -

    algorithms

    - -

    \begin{algorithm} -\caption{An algorithm with caption} -\KwData{\( n \geq 0 \)} -\KwResult{\( y = x^n \)} -$y \gets 1$\; -$X \gets x$\; -$N \gets n$\; -\While{\( N \neq 0 \)}{ - \eIf{\( N \) is even}{ - $X \gets X \times X$\; - \( N \gets \frac{N}{2} \) \Comment*[r]{This is a comment} - }{\If{\( N \) is odd}{ - $y \gets y \times X$\; - $N \gets N - 1$\; - } - } -} -\end{algorithm} -

    -
    © 1999-2022, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license diff --git a/doc/pub/week39/html/week39.html b/doc/pub/week39/html/week39.html index a3c5eb61e..14b139823 100644 --- a/doc/pub/week39/html/week39.html +++ b/doc/pub/week39/html/week39.html @@ -371,8 +371,7 @@ div.toc p,a { 2, None, 'introducing-jax-https-jax-readthedocs-io-en-latest'), - ('Weekend challenge', 2, None, 'weekend-challenge'), - ('algorithms', 2, None, 'algorithms')]} + ('Weekend challenge', 2, None, 'weekend-challenge')]} end of tocinfo --> @@ -3790,29 +3789,6 @@ derivative_fn = grad(sum_logistic)
  • Add a more complicated function and study the rate of convergence for the derivatives as function of the different methods
  • Extend from linear regression to logistic regression.
    • -









    -

    algorithms

    - -

    \begin{algorithm} -\caption{An algorithm with caption} -\KwData{\( n \geq 0 \)} -\KwResult{\( y = x^n \)} -$y \gets 1$\; -$X \gets x$\; -$N \gets n$\; -\While{\( N \neq 0 \)}{ - \eIf{\( N \) is even}{ - $X \gets X \times X$\; - \( N \gets \frac{N}{2} \) \Comment*[r]{This is a comment} - }{\If{\( N \) is odd}{ - $y \gets y \times X$\; - $N \gets N - 1$\; - } - } -} -\end{algorithm} -

    -
    © 1999-2022, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license diff --git a/doc/pub/week39/ipynb/ipynb-week39-src.tar.gz b/doc/pub/week39/ipynb/ipynb-week39-src.tar.gz index ae275ac59c133e93227d8422347866b42f118bc0..270859f3e590f412e50727a75ceca3badac8c372 100644 GIT binary patch literal 193 zcmV;y06za8iwFSQlssbq1MSaC3c@fD2H>uHia9~aG=1PwunQN0h!;p{YGZ9ulN9ak z?E`eBxG5s!+x!eO3^Rvpz1d}fy<2ZFgpeePV9Yd$rzGKAPY`3kh+>KuQc8g!jYIT+ zEO*jNXDrjhDNS|e(s221ZWt@e4}0cU;F*8oSP28$eQzrzK`P60rE0iwUei?|+Fs^R vC~n3UXnyU4=D=hRtSE#PO0tXJYIV}AF@gWuHia9|^(ibiTyKo_hc!88oZLCddlA^u6 zeSoeMH${Yeo1bBZVdjvnH@hsbck3;N5Rya@jF~3!l!VRogwhyj6w;JZMp+7khB0Fv zkmXK#>5S!iIHjr1C=JSYbHi9!e%Ld=0?+&t$4VI3?t5D)2~t_im8#)}Scj`Xw7txs uP-w;$XuNhpBXHRRFA8CWlKkSgTAeg+OyK|e8OL!P=W7pyFD5 diff --git a/doc/pub/week39/ipynb/week39.ipynb b/doc/pub/week39/ipynb/week39.ipynb index 399e7971b..f4c170ede 100644 --- a/doc/pub/week39/ipynb/week39.ipynb +++ b/doc/pub/week39/ipynb/week39.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "8533e353", + "id": "d7f16da9", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "3b97d908", + "id": "0fae925e", "metadata": { "editable": true }, @@ -29,7 +29,7 @@ }, { "cell_type": "markdown", - "id": "a0cb6347", + "id": "966d1a29", "metadata": { "editable": true }, @@ -57,7 +57,7 @@ }, { "cell_type": "markdown", - "id": "74dd4c1d", + "id": "5569e96c", "metadata": { "editable": true }, @@ -78,7 +78,7 @@ }, { "cell_type": "markdown", - "id": "52b8c93d", + "id": "39e97ae4", "metadata": { "editable": true }, @@ -95,7 +95,7 @@ }, { "cell_type": "markdown", - "id": "d8732a0f", + "id": "5169dc48", "metadata": { "editable": true }, @@ -110,7 +110,7 @@ }, { "cell_type": "markdown", - "id": "1d591429", + "id": "31f7150a", "metadata": { "editable": true }, @@ -120,7 +120,7 @@ }, { "cell_type": "markdown", - "id": "3d811f8b", + "id": "86d3105e", "metadata": { "editable": true }, @@ -136,7 +136,7 @@ }, { "cell_type": "markdown", - "id": "377529c8", + "id": "7f654478", "metadata": { "editable": true }, @@ -148,7 +148,7 @@ }, { "cell_type": "markdown", - "id": "7a1bfe70", + "id": "b7a0f9f5", "metadata": { "editable": true }, @@ -159,7 +159,7 @@ }, { "cell_type": "markdown", - "id": "b63de896", + "id": "f199b655", "metadata": { "editable": true }, @@ -171,7 +171,7 @@ }, { "cell_type": "markdown", - "id": "18e19ab5", + "id": "c2f05181", "metadata": { "editable": true }, @@ -181,7 +181,7 @@ }, { "cell_type": "markdown", - "id": "d6926502", + "id": "964efe40", "metadata": { "editable": true }, @@ -195,7 +195,7 @@ }, { "cell_type": "markdown", - "id": "61c3adb1", + "id": "344fe7a6", "metadata": { "editable": true }, @@ -207,7 +207,7 @@ }, { "cell_type": "markdown", - "id": "983a05f3", + "id": "2d901712", "metadata": { "editable": true }, @@ -217,7 +217,7 @@ }, { "cell_type": "markdown", - "id": "ae045eb0", + "id": "e9a98c62", "metadata": { "editable": true }, @@ -229,7 +229,7 @@ }, { "cell_type": "markdown", - "id": "d9475100", + "id": "f3807702", "metadata": { "editable": true }, @@ -241,7 +241,7 @@ }, { "cell_type": "markdown", - "id": "cf2bf428", + "id": "e9dae57f", "metadata": { "editable": true }, @@ -261,7 +261,7 @@ }, { "cell_type": "markdown", - "id": "c854aff4", + "id": "825f5fb4", "metadata": { "editable": true }, @@ -277,7 +277,7 @@ }, { "cell_type": "markdown", - "id": "a70b9978", + "id": "b9c5e8fa", "metadata": { "editable": true }, @@ -293,7 +293,7 @@ }, { "cell_type": "markdown", - "id": "9f5e3609", + "id": "57511f62", "metadata": { "editable": true }, @@ -304,7 +304,7 @@ }, { "cell_type": "markdown", - "id": "86de0473", + "id": "7e862186", "metadata": { "editable": true }, @@ -316,7 +316,7 @@ }, { "cell_type": "markdown", - "id": "db9ec962", + "id": "8404da03", "metadata": { "editable": true }, @@ -326,7 +326,7 @@ }, { "cell_type": "markdown", - "id": "71375230", + "id": "da40084f", "metadata": { "editable": true }, @@ -338,7 +338,7 @@ }, { "cell_type": "markdown", - "id": "d1be8353", + "id": "a6ef576c", "metadata": { "editable": true }, @@ -348,7 +348,7 @@ }, { "cell_type": "markdown", - "id": "f90f299d", + "id": "639e31cf", "metadata": { "editable": true }, @@ -360,7 +360,7 @@ }, { "cell_type": "markdown", - "id": "ffeb698c", + "id": "68676d8e", "metadata": { "editable": true }, @@ -382,7 +382,7 @@ }, { "cell_type": "markdown", - "id": "25a7b632", + "id": "c628108d", "metadata": { "editable": true }, @@ -395,7 +395,7 @@ }, { "cell_type": "markdown", - "id": "9584787f", + "id": "36224bc2", "metadata": { "editable": true }, @@ -408,7 +408,7 @@ }, { "cell_type": "markdown", - "id": "16305b7c", + "id": "666eb3fb", "metadata": { "editable": true }, @@ -418,7 +418,7 @@ }, { "cell_type": "markdown", - "id": "46fb81f5", + "id": "1eb4f2f1", "metadata": { "editable": true }, @@ -436,7 +436,7 @@ }, { "cell_type": "markdown", - "id": "39458051", + "id": "331077c8", "metadata": { "editable": true }, @@ -446,7 +446,7 @@ }, { "cell_type": "markdown", - "id": "5d6beb18", + "id": "e460ff1d", "metadata": { "editable": true }, @@ -461,7 +461,7 @@ }, { "cell_type": "markdown", - "id": "a1f072ab", + "id": "1d8e8d5f", "metadata": { "editable": true }, @@ -471,7 +471,7 @@ }, { "cell_type": "markdown", - "id": "3926639e", + "id": "fc24c557", "metadata": { "editable": true }, @@ -485,7 +485,7 @@ }, { "cell_type": "markdown", - "id": "7d8826ad", + "id": "f176130f", "metadata": { "editable": true }, @@ -495,7 +495,7 @@ }, { "cell_type": "markdown", - "id": "fb76b46e", + "id": "73e6dba7", "metadata": { "editable": true }, @@ -509,7 +509,7 @@ }, { "cell_type": "markdown", - "id": "924ad08e", + "id": "82333090", "metadata": { "editable": true }, @@ -524,7 +524,7 @@ }, { "cell_type": "markdown", - "id": "90ce7ba0", + "id": "c751397c", "metadata": { "editable": true }, @@ -541,7 +541,7 @@ }, { "cell_type": "markdown", - "id": "ec6b3ca5", + "id": "c9964415", "metadata": { "editable": true }, @@ -553,7 +553,7 @@ }, { "cell_type": "markdown", - "id": "27d689d4", + "id": "38ac9b9a", "metadata": { "editable": true }, @@ -567,7 +567,7 @@ }, { "cell_type": "markdown", - "id": "53a410f6", + "id": "0515ce67", "metadata": { "editable": true }, @@ -582,7 +582,7 @@ }, { "cell_type": "markdown", - "id": "94effaa2", + "id": "c1e611c7", "metadata": { "editable": true }, @@ -594,7 +594,7 @@ }, { "cell_type": "markdown", - "id": "89abbfa1", + "id": "850112da", "metadata": { "editable": true }, @@ -605,7 +605,7 @@ }, { "cell_type": "markdown", - "id": "bd31acde", + "id": "c4746e1e", "metadata": { "editable": true }, @@ -633,7 +633,7 @@ }, { "cell_type": "markdown", - "id": "546e7d7d", + "id": "def061ce", "metadata": { "editable": true }, @@ -655,7 +655,7 @@ }, { "cell_type": "markdown", - "id": "a3d9aa57", + "id": "e5dafb57", "metadata": { "editable": true }, @@ -677,7 +677,7 @@ }, { "cell_type": "markdown", - "id": "770b4101", + "id": "dd243b08", "metadata": { "editable": true }, @@ -689,7 +689,7 @@ }, { "cell_type": "markdown", - "id": "6186be42", + "id": "dab08d9a", "metadata": { "editable": true }, @@ -726,7 +726,7 @@ }, { "cell_type": "markdown", - "id": "ae5508fd", + "id": "35cd06e5", "metadata": { "editable": true }, @@ -754,7 +754,7 @@ }, { "cell_type": "markdown", - "id": "a4cd8292", + "id": "b353eaa0", "metadata": { "editable": true }, @@ -784,7 +784,7 @@ }, { "cell_type": "markdown", - "id": "a7ba1f4e", + "id": "7e331d81", "metadata": { "editable": true }, @@ -804,7 +804,7 @@ }, { "cell_type": "markdown", - "id": "922e83d6", + "id": "60251599", "metadata": { "editable": true }, @@ -816,7 +816,7 @@ }, { "cell_type": "markdown", - "id": "055039cf", + "id": "090340dd", "metadata": { "editable": true }, @@ -826,7 +826,7 @@ }, { "cell_type": "markdown", - "id": "1876007b", + "id": "1a58340e", "metadata": { "editable": true }, @@ -838,7 +838,7 @@ }, { "cell_type": "markdown", - "id": "7742cb67", + "id": "76280f71", "metadata": { "editable": true }, @@ -850,7 +850,7 @@ }, { "cell_type": "markdown", - "id": "01ebfcdc", + "id": "1c1298d3", "metadata": { "editable": true }, @@ -862,7 +862,7 @@ }, { "cell_type": "markdown", - "id": "f222fc32", + "id": "7ec5c931", "metadata": { "editable": true }, @@ -874,7 +874,7 @@ }, { "cell_type": "markdown", - "id": "ded79cd8", + "id": "7f53efbc", "metadata": { "editable": true }, @@ -885,7 +885,7 @@ }, { "cell_type": "markdown", - "id": "ec238c51", + "id": "769e008e", "metadata": { "editable": true }, @@ -898,7 +898,7 @@ }, { "cell_type": "markdown", - "id": "ac7217a2", + "id": "b7c59723", "metadata": { "editable": true }, @@ -910,7 +910,7 @@ }, { "cell_type": "markdown", - "id": "52d17e54", + "id": "815e3b43", "metadata": { "editable": true }, @@ -920,7 +920,7 @@ }, { "cell_type": "markdown", - "id": "62fd8e0d", + "id": "5c500e07", "metadata": { "editable": true }, @@ -932,7 +932,7 @@ }, { "cell_type": "markdown", - "id": "b5aeee6b", + "id": "cf532bbd", "metadata": { "editable": true }, @@ -942,7 +942,7 @@ }, { "cell_type": "markdown", - "id": "236b71cd", + "id": "e4952b7c", "metadata": { "editable": true }, @@ -953,7 +953,7 @@ }, { "cell_type": "markdown", - "id": "fcb93654", + "id": "7cb52a59", "metadata": { "editable": true }, @@ -965,7 +965,7 @@ }, { "cell_type": "markdown", - "id": "8200ddc6", + "id": "02ce9749", "metadata": { "editable": true }, @@ -977,7 +977,7 @@ }, { "cell_type": "markdown", - "id": "c3804e8c", + "id": "3d50553f", "metadata": { "editable": true }, @@ -989,7 +989,7 @@ }, { "cell_type": "markdown", - "id": "e17ed519", + "id": "4c7ce539", "metadata": { "editable": true }, @@ -1000,7 +1000,7 @@ }, { "cell_type": "markdown", - "id": "50a9f2cc", + "id": "c542be7e", "metadata": { "editable": true }, @@ -1011,7 +1011,7 @@ }, { "cell_type": "markdown", - "id": "3b41b141", + "id": "add3b7d6", "metadata": { "editable": true }, @@ -1023,7 +1023,7 @@ }, { "cell_type": "markdown", - "id": "cf5ea400", + "id": "a1ea84df", "metadata": { "editable": true }, @@ -1033,7 +1033,7 @@ }, { "cell_type": "markdown", - "id": "6e1e55cc", + "id": "42d21b86", "metadata": { "editable": true }, @@ -1045,7 +1045,7 @@ }, { "cell_type": "markdown", - "id": "ab1125a1", + "id": "5f2a72d4", "metadata": { "editable": true }, @@ -1055,7 +1055,7 @@ }, { "cell_type": "markdown", - "id": "d6a213fb", + "id": "ce139be2", "metadata": { "editable": true }, @@ -1067,7 +1067,7 @@ }, { "cell_type": "markdown", - "id": "f7021f88", + "id": "e036170a", "metadata": { "editable": true }, @@ -1077,7 +1077,7 @@ }, { "cell_type": "markdown", - "id": "c5dddabe", + "id": "c00fa237", "metadata": { "editable": true }, @@ -1089,7 +1089,7 @@ }, { "cell_type": "markdown", - "id": "79cac872", + "id": "def1e8ba", "metadata": { "editable": true }, @@ -1099,7 +1099,7 @@ }, { "cell_type": "markdown", - "id": "5e98371d", + "id": "8fdc4cd1", "metadata": { "editable": true }, @@ -1111,7 +1111,7 @@ }, { "cell_type": "markdown", - "id": "66ac0c03", + "id": "36f4fbe4", "metadata": { "editable": true }, @@ -1122,7 +1122,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "cf4269cf", + "id": "4d5792a9", "metadata": { "collapsed": false, "editable": true @@ -1155,7 +1155,7 @@ }, { "cell_type": "markdown", - "id": "5adbb25d", + "id": "d2d8619e", "metadata": { "editable": true }, @@ -1166,7 +1166,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "ca2c38c3", + "id": "88f291dc", "metadata": { "collapsed": false, "editable": true @@ -1180,7 +1180,7 @@ }, { "cell_type": "markdown", - "id": "8fcecb47", + "id": "6ed5e8ab", "metadata": { "editable": true }, @@ -1191,7 +1191,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "b8ad1d5e", + "id": "fdef6758", "metadata": { "collapsed": false, "editable": true @@ -1204,7 +1204,7 @@ }, { "cell_type": "markdown", - "id": "b4c03a01", + "id": "e2e25272", "metadata": { "editable": true }, @@ -1215,7 +1215,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "a45928cc", + "id": "f6c654cc", "metadata": { "collapsed": false, "editable": true @@ -1233,7 +1233,7 @@ }, { "cell_type": "markdown", - "id": "3ba586e3", + "id": "33fb428f", "metadata": { "editable": true }, @@ -1244,7 +1244,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "454d6e51", + "id": "b53775a7", "metadata": { "collapsed": false, "editable": true @@ -1259,7 +1259,7 @@ }, { "cell_type": "markdown", - "id": "0c9f1ef8", + "id": "e3937787", "metadata": { "editable": true }, @@ -1269,7 +1269,7 @@ }, { "cell_type": "markdown", - "id": "bb1fe9ad", + "id": "ba99c964", "metadata": { "editable": true }, @@ -1283,7 +1283,7 @@ }, { "cell_type": "markdown", - "id": "06ac534f", + "id": "0df9b94c", "metadata": { "editable": true }, @@ -1295,7 +1295,7 @@ }, { "cell_type": "markdown", - "id": "b9ccebc1", + "id": "836b3947", "metadata": { "editable": true }, @@ -1306,7 +1306,7 @@ }, { "cell_type": "markdown", - "id": "cde9da1b", + "id": "3c825832", "metadata": { "editable": true }, @@ -1318,7 +1318,7 @@ }, { "cell_type": "markdown", - "id": "b878fbc7", + "id": "a35e7e94", "metadata": { "editable": true }, @@ -1329,7 +1329,7 @@ }, { "cell_type": "markdown", - "id": "9efa227e", + "id": "6cfd0d05", "metadata": { "editable": true }, @@ -1340,7 +1340,7 @@ }, { "cell_type": "markdown", - "id": "a0781d34", + "id": "e3932de8", "metadata": { "editable": true }, @@ -1352,7 +1352,7 @@ }, { "cell_type": "markdown", - "id": "d40cf1ab", + "id": "1cd3eb74", "metadata": { "editable": true }, @@ -1362,7 +1362,7 @@ }, { "cell_type": "markdown", - "id": "26e10b52", + "id": "45502872", "metadata": { "editable": true }, @@ -1374,7 +1374,7 @@ }, { "cell_type": "markdown", - "id": "5c15b595", + "id": "ced89923", "metadata": { "editable": true }, @@ -1386,7 +1386,7 @@ }, { "cell_type": "markdown", - "id": "0cde0c5a", + "id": "41d51d10", "metadata": { "editable": true }, @@ -1398,7 +1398,7 @@ }, { "cell_type": "markdown", - "id": "9660e880", + "id": "4f292c21", "metadata": { "editable": true }, @@ -1410,7 +1410,7 @@ }, { "cell_type": "markdown", - "id": "93c5522f", + "id": "2c7b4ae4", "metadata": { "editable": true }, @@ -1421,7 +1421,7 @@ }, { "cell_type": "markdown", - "id": "4e6adde5", + "id": "7efde24f", "metadata": { "editable": true }, @@ -1433,7 +1433,7 @@ }, { "cell_type": "markdown", - "id": "1974d411", + "id": "9dd325fa", "metadata": { "editable": true }, @@ -1443,7 +1443,7 @@ }, { "cell_type": "markdown", - "id": "d143b416", + "id": "fe08d203", "metadata": { "editable": true }, @@ -1455,7 +1455,7 @@ }, { "cell_type": "markdown", - "id": "b3b07be1", + "id": "59f0a8a5", "metadata": { "editable": true }, @@ -1465,7 +1465,7 @@ }, { "cell_type": "markdown", - "id": "f2fd4fa4", + "id": "66984b8f", "metadata": { "editable": true }, @@ -1477,7 +1477,7 @@ }, { "cell_type": "markdown", - "id": "1f87c2f8", + "id": "e8a3dc7f", "metadata": { "editable": true }, @@ -1497,7 +1497,7 @@ }, { "cell_type": "markdown", - "id": "5d0ded80", + "id": "8226379a", "metadata": { "editable": true }, @@ -1509,7 +1509,7 @@ }, { "cell_type": "markdown", - "id": "e372c9b0", + "id": "1f0cd65d", "metadata": { "editable": true }, @@ -1519,7 +1519,7 @@ }, { "cell_type": "markdown", - "id": "a71622b1", + "id": "1b30e5f7", "metadata": { "editable": true }, @@ -1531,7 +1531,7 @@ }, { "cell_type": "markdown", - "id": "2ff17b9f", + "id": "8ecbcd81", "metadata": { "editable": true }, @@ -1541,7 +1541,7 @@ }, { "cell_type": "markdown", - "id": "7426a823", + "id": "f749efb2", "metadata": { "editable": true }, @@ -1552,7 +1552,7 @@ }, { "cell_type": "markdown", - "id": "7cf01d2f", + "id": "a07fdbd6", "metadata": { "editable": true }, @@ -1564,7 +1564,7 @@ }, { "cell_type": "markdown", - "id": "a40c574c", + "id": "69202a7e", "metadata": { "editable": true }, @@ -1576,7 +1576,7 @@ }, { "cell_type": "markdown", - "id": "f6e862f9", + "id": "d571623c", "metadata": { "editable": true }, @@ -1588,7 +1588,7 @@ }, { "cell_type": "markdown", - "id": "53f71689", + "id": "3a85d097", "metadata": { "editable": true }, @@ -1601,7 +1601,7 @@ }, { "cell_type": "markdown", - "id": "a018eae8", + "id": "26d102d3", "metadata": { "editable": true }, @@ -1612,7 +1612,7 @@ }, { "cell_type": "markdown", - "id": "1264aa6a", + "id": "1fd158c3", "metadata": { "editable": true }, @@ -1624,7 +1624,7 @@ }, { "cell_type": "markdown", - "id": "9d2cd202", + "id": "3069e358", "metadata": { "editable": true }, @@ -1640,7 +1640,7 @@ }, { "cell_type": "markdown", - "id": "6cf2dd8e", + "id": "e8ed2a46", "metadata": { "editable": true }, @@ -1652,7 +1652,7 @@ }, { "cell_type": "markdown", - "id": "66638271", + "id": "1cd356ef", "metadata": { "editable": true }, @@ -1663,7 +1663,7 @@ }, { "cell_type": "markdown", - "id": "22f431c4", + "id": "082eb012", "metadata": { "editable": true }, @@ -1675,7 +1675,7 @@ }, { "cell_type": "markdown", - "id": "495bd5ed", + "id": "af481a33", "metadata": { "editable": true }, @@ -1685,7 +1685,7 @@ }, { "cell_type": "markdown", - "id": "56277e52", + "id": "b2ffeef1", "metadata": { "editable": true }, @@ -1697,7 +1697,7 @@ }, { "cell_type": "markdown", - "id": "942d5e70", + "id": "5a28c237", "metadata": { "editable": true }, @@ -1707,7 +1707,7 @@ }, { "cell_type": "markdown", - "id": "6383d0cd", + "id": "3cd63ffa", "metadata": { "editable": true }, @@ -1719,7 +1719,7 @@ }, { "cell_type": "markdown", - "id": "ab1aaabb", + "id": "c8a7fea8", "metadata": { "editable": true }, @@ -1729,7 +1729,7 @@ }, { "cell_type": "markdown", - "id": "a5c6ff60", + "id": "a9bf9fc7", "metadata": { "editable": true }, @@ -1741,7 +1741,7 @@ }, { "cell_type": "markdown", - "id": "2b06185a", + "id": "c26c72c2", "metadata": { "editable": true }, @@ -1765,7 +1765,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "5d32ef01", + "id": "d6959fcb", "metadata": { "collapsed": false, "editable": true @@ -1778,7 +1778,7 @@ }, { "cell_type": "markdown", - "id": "8ff5d0b6", + "id": "4804832d", "metadata": { "editable": true }, @@ -1789,7 +1789,7 @@ }, { "cell_type": "markdown", - "id": "1b0ca7a1", + "id": "73872b84", "metadata": { "editable": true }, @@ -1801,7 +1801,7 @@ }, { "cell_type": "markdown", - "id": "17d5ec37", + "id": "86efb796", "metadata": { "editable": true }, @@ -1811,7 +1811,7 @@ }, { "cell_type": "markdown", - "id": "445e9846", + "id": "44d6e70b", "metadata": { "editable": true }, @@ -1823,7 +1823,7 @@ }, { "cell_type": "markdown", - "id": "bd15f560", + "id": "0104b680", "metadata": { "editable": true }, @@ -1837,7 +1837,7 @@ }, { "cell_type": "markdown", - "id": "e627d886", + "id": "35f38516", "metadata": { "editable": true }, @@ -1853,7 +1853,7 @@ }, { "cell_type": "markdown", - "id": "aa37943d", + "id": "ff18ec20", "metadata": { "editable": true }, @@ -1863,7 +1863,7 @@ }, { "cell_type": "markdown", - "id": "41146fe8", + "id": "81cb8c14", "metadata": { "editable": true }, @@ -1875,7 +1875,7 @@ }, { "cell_type": "markdown", - "id": "e2a67762", + "id": "bde98bf5", "metadata": { "editable": true }, @@ -1885,7 +1885,7 @@ }, { "cell_type": "markdown", - "id": "6a827d24", + "id": "caceb4f9", "metadata": { "editable": true }, @@ -1897,7 +1897,7 @@ }, { "cell_type": "markdown", - "id": "0174e317", + "id": "52c47ed2", "metadata": { "editable": true }, @@ -1911,7 +1911,7 @@ }, { "cell_type": "markdown", - "id": "fda78b68", + "id": "e2f3f0ce", "metadata": { "editable": true }, @@ -1921,7 +1921,7 @@ }, { "cell_type": "markdown", - "id": "1a8e1f73", + "id": "b2cc74e1", "metadata": { "editable": true }, @@ -1932,7 +1932,7 @@ }, { "cell_type": "markdown", - "id": "02d6f83f", + "id": "9849d1d0", "metadata": { "editable": true }, @@ -1947,7 +1947,7 @@ }, { "cell_type": "markdown", - "id": "1a233b58", + "id": "57196c0b", "metadata": { "editable": true }, @@ -1957,7 +1957,7 @@ }, { "cell_type": "markdown", - "id": "c96e5fc2", + "id": "c7912505", "metadata": { "editable": true }, @@ -1969,7 +1969,7 @@ }, { "cell_type": "markdown", - "id": "fa785c18", + "id": "e840f3d5", "metadata": { "editable": true }, @@ -1981,7 +1981,7 @@ }, { "cell_type": "markdown", - "id": "6b3ac8ce", + "id": "2ff5df00", "metadata": { "editable": true }, @@ -1996,7 +1996,7 @@ }, { "cell_type": "markdown", - "id": "4c89ca10", + "id": "8eedd3c9", "metadata": { "editable": true }, @@ -2009,7 +2009,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "546b381f", + "id": "816520e2", "metadata": { "collapsed": false, "editable": true @@ -2066,7 +2066,7 @@ }, { "cell_type": "markdown", - "id": "4febc02b", + "id": "44de9f15", "metadata": { "editable": true }, @@ -2077,7 +2077,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "75212a59", + "id": "dbe3ac2e", "metadata": { "collapsed": false, "editable": true @@ -2104,7 +2104,7 @@ }, { "cell_type": "markdown", - "id": "346dab39", + "id": "ab482d19", "metadata": { "editable": true }, @@ -2116,7 +2116,7 @@ }, { "cell_type": "markdown", - "id": "c07596fd", + "id": "71103e66", "metadata": { "editable": true }, @@ -2128,7 +2128,7 @@ }, { "cell_type": "markdown", - "id": "dac22a2b", + "id": "af6f6a63", "metadata": { "editable": true }, @@ -2138,7 +2138,7 @@ }, { "cell_type": "markdown", - "id": "46c0a906", + "id": "2a7c3f16", "metadata": { "editable": true }, @@ -2152,7 +2152,7 @@ }, { "cell_type": "markdown", - "id": "f4eaf502", + "id": "235d1d45", "metadata": { "editable": true }, @@ -2162,7 +2162,7 @@ }, { "cell_type": "markdown", - "id": "80cc98b0", + "id": "a4a9ccbf", "metadata": { "editable": true }, @@ -2174,7 +2174,7 @@ }, { "cell_type": "markdown", - "id": "1673c144", + "id": "45fe29d1", "metadata": { "editable": true }, @@ -2185,7 +2185,7 @@ }, { "cell_type": "markdown", - "id": "6f98a936", + "id": "e1ba248c", "metadata": { "editable": true }, @@ -2200,7 +2200,7 @@ }, { "cell_type": "markdown", - "id": "30c65791", + "id": "fe091054", "metadata": { "editable": true }, @@ -2214,7 +2214,7 @@ }, { "cell_type": "markdown", - "id": "8b4462ec", + "id": "a3b76795", "metadata": { "editable": true }, @@ -2225,7 +2225,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "98081021", + "id": "dd7351ce", "metadata": { "collapsed": false, "editable": true @@ -2286,7 +2286,7 @@ }, { "cell_type": "markdown", - "id": "6df1ff19", + "id": "b560c723", "metadata": { "editable": true }, @@ -2308,7 +2308,7 @@ }, { "cell_type": "markdown", - "id": "c1dc355b", + "id": "95148bfd", "metadata": { "editable": true }, @@ -2321,7 +2321,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "feb5d806", + "id": "75cacd0d", "metadata": { "collapsed": false, "editable": true @@ -2387,7 +2387,7 @@ }, { "cell_type": "markdown", - "id": "5a42c36d", + "id": "e66c83c6", "metadata": { "editable": true }, @@ -2398,7 +2398,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "07f2a9d5", + "id": "1ac1ddd3", "metadata": { "collapsed": false, "editable": true @@ -2472,7 +2472,7 @@ }, { "cell_type": "markdown", - "id": "af03be04", + "id": "51f93591", "metadata": { "editable": true }, @@ -2484,7 +2484,7 @@ }, { "cell_type": "markdown", - "id": "2bc5382f", + "id": "cd6e4d65", "metadata": { "editable": true }, @@ -2505,7 +2505,7 @@ }, { "cell_type": "markdown", - "id": "a2cc24e0", + "id": "d5fb048a", "metadata": { "editable": true }, @@ -2537,7 +2537,7 @@ }, { "cell_type": "markdown", - "id": "8c6adb6f", + "id": "5a8d9347", "metadata": { "editable": true }, @@ -2554,7 +2554,7 @@ }, { "cell_type": "markdown", - "id": "88a52811", + "id": "3f9921d1", "metadata": { "editable": true }, @@ -2567,7 +2567,7 @@ }, { "cell_type": "markdown", - "id": "7679a1a9", + "id": "56c30c1b", "metadata": { "editable": true }, @@ -2580,7 +2580,7 @@ }, { "cell_type": "markdown", - "id": "8a19cfcc", + "id": "259014e1", "metadata": { "editable": true }, @@ -2593,7 +2593,7 @@ }, { "cell_type": "markdown", - "id": "eba84a66", + "id": "6e1eb39e", "metadata": { "editable": true }, @@ -2607,7 +2607,7 @@ }, { "cell_type": "markdown", - "id": "f5755090", + "id": "776e3fa8", "metadata": { "editable": true }, @@ -2629,7 +2629,7 @@ }, { "cell_type": "markdown", - "id": "89d04a88", + "id": "62397583", "metadata": { "editable": true }, @@ -2644,7 +2644,7 @@ }, { "cell_type": "markdown", - "id": "d64176d4", + "id": "e4564c28", "metadata": { "editable": true }, @@ -2656,7 +2656,7 @@ }, { "cell_type": "markdown", - "id": "f0f0af10", + "id": "aa84ee27", "metadata": { "editable": true }, @@ -2669,7 +2669,7 @@ }, { "cell_type": "markdown", - "id": "f720494b", + "id": "8f9a8819", "metadata": { "editable": true }, @@ -2683,7 +2683,7 @@ }, { "cell_type": "markdown", - "id": "6b10a625", + "id": "013c788c", "metadata": { "editable": true }, @@ -2694,7 +2694,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "99d07a9e", + "id": "896f5e91", "metadata": { "collapsed": false, "editable": true @@ -2719,7 +2719,7 @@ }, { "cell_type": "markdown", - "id": "52efa202", + "id": "15ad17d3", "metadata": { "editable": true }, @@ -2735,7 +2735,7 @@ }, { "cell_type": "markdown", - "id": "568802bc", + "id": "b8f386fc", "metadata": { "editable": true }, @@ -2756,7 +2756,7 @@ }, { "cell_type": "markdown", - "id": "f4499506", + "id": "3cee74f0", "metadata": { "editable": true }, @@ -2776,7 +2776,7 @@ }, { "cell_type": "markdown", - "id": "8fe9438b", + "id": "83219966", "metadata": { "editable": true }, @@ -2795,7 +2795,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "7ae0653e", + "id": "7365a067", "metadata": { "collapsed": false, "editable": true @@ -2830,7 +2830,7 @@ }, { "cell_type": "markdown", - "id": "27e4dae0", + "id": "6deb5f70", "metadata": { "editable": true }, @@ -2843,7 +2843,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "9e8761de", + "id": "23120227", "metadata": { "collapsed": false, "editable": true @@ -2920,7 +2920,7 @@ }, { "cell_type": "markdown", - "id": "cee17d5b", + "id": "e7057b70", "metadata": { "editable": true }, @@ -2935,7 +2935,7 @@ }, { "cell_type": "markdown", - "id": "35347efd", + "id": "2646f17c", "metadata": { "editable": true }, @@ -2950,7 +2950,7 @@ }, { "cell_type": "markdown", - "id": "9821a818", + "id": "51c44aad", "metadata": { "editable": true }, @@ -2962,7 +2962,7 @@ }, { "cell_type": "markdown", - "id": "b4b9e68d", + "id": "ac56f315", "metadata": { "editable": true }, @@ -2980,7 +2980,7 @@ }, { "cell_type": "markdown", - "id": "8ebaf5b0", + "id": "bff13a89", "metadata": { "editable": true }, @@ -2999,7 +2999,7 @@ }, { "cell_type": "markdown", - "id": "9fb573ac", + "id": "849a49e0", "metadata": { "editable": true }, @@ -3011,7 +3011,7 @@ }, { "cell_type": "markdown", - "id": "95c18b0f", + "id": "5d73b966", "metadata": { "editable": true }, @@ -3021,7 +3021,7 @@ }, { "cell_type": "markdown", - "id": "27e35618", + "id": "20b55fba", "metadata": { "editable": true }, @@ -3037,7 +3037,7 @@ }, { "cell_type": "markdown", - "id": "f9a5d451", + "id": "eff1c57c", "metadata": { "editable": true }, @@ -3049,7 +3049,7 @@ }, { "cell_type": "markdown", - "id": "dcdb5059", + "id": "d8c876c3", "metadata": { "editable": true }, @@ -3059,7 +3059,7 @@ }, { "cell_type": "markdown", - "id": "2fa88353", + "id": "7b18f065", "metadata": { "editable": true }, @@ -3071,7 +3071,7 @@ }, { "cell_type": "markdown", - "id": "f900e21e", + "id": "1470a14b", "metadata": { "editable": true }, @@ -3081,7 +3081,7 @@ }, { "cell_type": "markdown", - "id": "257e6504", + "id": "37ae4db2", "metadata": { "editable": true }, @@ -3093,7 +3093,7 @@ }, { "cell_type": "markdown", - "id": "c70b04b3", + "id": "0efa97bb", "metadata": { "editable": true }, @@ -3109,7 +3109,7 @@ }, { "cell_type": "markdown", - "id": "a90c8352", + "id": "7d1c7269", "metadata": { "editable": true }, @@ -3121,7 +3121,7 @@ }, { "cell_type": "markdown", - "id": "fba8ec5d", + "id": "b840b8d2", "metadata": { "editable": true }, @@ -3154,7 +3154,7 @@ }, { "cell_type": "markdown", - "id": "43b417d7", + "id": "c4e7ed3f", "metadata": { "editable": true }, @@ -3166,7 +3166,7 @@ }, { "cell_type": "markdown", - "id": "68b90133", + "id": "457dd7c0", "metadata": { "editable": true }, @@ -3184,7 +3184,7 @@ }, { "cell_type": "markdown", - "id": "a76ab8e2", + "id": "4c569dbf", "metadata": { "editable": true }, @@ -3194,7 +3194,7 @@ }, { "cell_type": "markdown", - "id": "af9fb961", + "id": "46546df0", "metadata": { "editable": true }, @@ -3225,7 +3225,7 @@ }, { "cell_type": "markdown", - "id": "ddeed265", + "id": "e9503dc2", "metadata": { "editable": true }, @@ -3240,7 +3240,7 @@ }, { "cell_type": "markdown", - "id": "291adb82", + "id": "35dcad4a", "metadata": { "editable": true }, @@ -3258,7 +3258,7 @@ }, { "cell_type": "markdown", - "id": "42e4df6d", + "id": "51d9de6f", "metadata": { "editable": true }, @@ -3270,7 +3270,7 @@ }, { "cell_type": "markdown", - "id": "b43031f3", + "id": "a3400c7b", "metadata": { "editable": true }, @@ -3282,7 +3282,7 @@ }, { "cell_type": "markdown", - "id": "7baa4c51", + "id": "d8f2d919", "metadata": { "editable": true }, @@ -3300,7 +3300,7 @@ }, { "cell_type": "markdown", - "id": "8d5d64e1", + "id": "03a42326", "metadata": { "editable": true }, @@ -3329,7 +3329,7 @@ }, { "cell_type": "markdown", - "id": "8e03c514", + "id": "f34374af", "metadata": { "editable": true }, @@ -3347,7 +3347,7 @@ }, { "cell_type": "markdown", - "id": "7b2628ed", + "id": "2f2e4dfe", "metadata": { "editable": true }, @@ -3359,7 +3359,7 @@ }, { "cell_type": "markdown", - "id": "4ed84706", + "id": "0b327f20", "metadata": { "editable": true }, @@ -3371,7 +3371,7 @@ }, { "cell_type": "markdown", - "id": "4776feba", + "id": "ea2a09ad", "metadata": { "editable": true }, @@ -3383,7 +3383,7 @@ }, { "cell_type": "markdown", - "id": "0c990dc1", + "id": "51a7e5da", "metadata": { "editable": true }, @@ -3395,7 +3395,7 @@ }, { "cell_type": "markdown", - "id": "6ef9b119", + "id": "307c0bf2", "metadata": { "editable": true }, @@ -3407,7 +3407,7 @@ }, { "cell_type": "markdown", - "id": "899d64fb", + "id": "da3580b9", "metadata": { "editable": true }, @@ -3424,7 +3424,7 @@ }, { "cell_type": "markdown", - "id": "9c93975f", + "id": "a7708896", "metadata": { "editable": true }, @@ -3443,7 +3443,7 @@ }, { "cell_type": "markdown", - "id": "de8c7158", + "id": "2e6766e0", "metadata": { "editable": true }, @@ -3455,7 +3455,7 @@ }, { "cell_type": "markdown", - "id": "c32850ec", + "id": "05e25f49", "metadata": { "editable": true }, @@ -3469,7 +3469,7 @@ }, { "cell_type": "markdown", - "id": "9f274cf8", + "id": "47d2dcc6", "metadata": { "editable": true }, @@ -3489,7 +3489,7 @@ }, { "cell_type": "markdown", - "id": "a17d68d5", + "id": "e76ea138", "metadata": { "editable": true }, @@ -3527,7 +3527,7 @@ }, { "cell_type": "markdown", - "id": "231b1e7c", + "id": "1254c922", "metadata": { "editable": true }, @@ -3539,7 +3539,7 @@ }, { "cell_type": "markdown", - "id": "a17063fb", + "id": "8b4dbb64", "metadata": { "editable": true }, @@ -3549,7 +3549,7 @@ }, { "cell_type": "markdown", - "id": "286438d2", + "id": "2fa13506", "metadata": { "editable": true }, @@ -3561,7 +3561,7 @@ }, { "cell_type": "markdown", - "id": "46e032ff", + "id": "f3740ead", "metadata": { "editable": true }, @@ -3572,7 +3572,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "9e9cf074", + "id": "933ce02d", "metadata": { "collapsed": false, "editable": true @@ -3617,7 +3617,7 @@ }, { "cell_type": "markdown", - "id": "3f1c32e8", + "id": "05d483f7", "metadata": { "editable": true }, @@ -3634,7 +3634,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "82582292", + "id": "365e1426", "metadata": { "collapsed": false, "editable": true @@ -3662,7 +3662,7 @@ }, { "cell_type": "markdown", - "id": "dfec99fc", + "id": "d5c8b704", "metadata": { "editable": true }, @@ -3677,7 +3677,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "d0b87f74", + "id": "4aed250d", "metadata": { "collapsed": false, "editable": true @@ -3721,7 +3721,7 @@ }, { "cell_type": "markdown", - "id": "7fada558", + "id": "ec420d54", "metadata": { "editable": true }, @@ -3731,7 +3731,7 @@ }, { "cell_type": "markdown", - "id": "0f886cfb", + "id": "c6582d10", "metadata": { "editable": true }, @@ -3742,7 +3742,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "9c9c4df9", + "id": "a855790b", "metadata": { "collapsed": false, "editable": true @@ -3770,7 +3770,7 @@ }, { "cell_type": "markdown", - "id": "6ec0147f", + "id": "dbc4859b", "metadata": { "editable": true }, @@ -3785,7 +3785,7 @@ }, { "cell_type": "markdown", - "id": "5446ffe8", + "id": "78222bf3", "metadata": { "editable": true }, @@ -3796,7 +3796,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "ca1ab7d2", + "id": "e6173737", "metadata": { "collapsed": false, "editable": true @@ -3824,7 +3824,7 @@ }, { "cell_type": "markdown", - "id": "4d4eba85", + "id": "d3a872cc", "metadata": { "editable": true }, @@ -3835,7 +3835,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "6c7b4c12", + "id": "5c36b35c", "metadata": { "collapsed": false, "editable": true @@ -3860,7 +3860,7 @@ }, { "cell_type": "markdown", - "id": "9dddde59", + "id": "3fdbc6a1", "metadata": { "editable": true }, @@ -3871,7 +3871,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "be215e26", + "id": "35ea422c", "metadata": { "collapsed": false, "editable": true @@ -3907,7 +3907,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "7c62a516", + "id": "2a340b57", "metadata": { "collapsed": false, "editable": true @@ -3927,7 +3927,7 @@ }, { "cell_type": "markdown", - "id": "ea928f66", + "id": "384969d1", "metadata": { "editable": true }, @@ -3938,7 +3938,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "918b74cc", + "id": "68514367", "metadata": { "collapsed": false, "editable": true @@ -3976,7 +3976,7 @@ }, { "cell_type": "markdown", - "id": "f19cbc65", + "id": "e8c6dade", "metadata": { "editable": true }, @@ -3986,7 +3986,7 @@ }, { "cell_type": "markdown", - "id": "6b2c5881", + "id": "5610fec2", "metadata": { "editable": true }, @@ -4000,7 +4000,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "9b68aec1", + "id": "b84fe928", "metadata": { "collapsed": false, "editable": true @@ -4022,7 +4022,7 @@ }, { "cell_type": "markdown", - "id": "723d762d", + "id": "ac0bf243", "metadata": { "editable": true }, @@ -4032,7 +4032,7 @@ }, { "cell_type": "markdown", - "id": "6d7d989e", + "id": "fea32d24", "metadata": { "editable": true }, @@ -4043,7 +4043,7 @@ { "cell_type": "code", "execution_count": 25, - "id": "3559c2cb", + "id": "922c7208", "metadata": { "collapsed": false, "editable": true @@ -4065,7 +4065,7 @@ }, { "cell_type": "markdown", - "id": "51c3fee4", + "id": "dc7c262d", "metadata": { "editable": true }, @@ -4078,7 +4078,7 @@ { "cell_type": "code", "execution_count": 26, - "id": "9ca02fad", + "id": "1636ee3a", "metadata": { "collapsed": false, "editable": true @@ -4103,7 +4103,7 @@ }, { "cell_type": "markdown", - "id": "fadb03a2", + "id": "d62d7c1b", "metadata": { "editable": true }, @@ -4115,7 +4115,7 @@ { "cell_type": "code", "execution_count": 27, - "id": "a267c85f", + "id": "b1632217", "metadata": { "collapsed": false, "editable": true @@ -4130,7 +4130,7 @@ }, { "cell_type": "markdown", - "id": "e5f0be99", + "id": "517b4f0f", "metadata": { "editable": true }, @@ -4145,7 +4145,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "134f3682", + "id": "9441c838", "metadata": { "collapsed": false, "editable": true @@ -4205,7 +4205,7 @@ }, { "cell_type": "markdown", - "id": "bfcb5de2", + "id": "a38f1162", "metadata": { "editable": true }, @@ -4216,7 +4216,7 @@ { "cell_type": "code", "execution_count": 29, - "id": "23a94b70", + "id": "09b63595", "metadata": { "collapsed": false, "editable": true @@ -4280,7 +4280,7 @@ }, { "cell_type": "markdown", - "id": "27e037a3", + "id": "108d652d", "metadata": { "editable": true }, @@ -4291,7 +4291,7 @@ { "cell_type": "code", "execution_count": 30, - "id": "d05b20bf", + "id": "31886c3a", "metadata": { "collapsed": false, "editable": true @@ -4340,7 +4340,7 @@ }, { "cell_type": "markdown", - "id": "d13c8737", + "id": "f6f8c822", "metadata": { "editable": true }, @@ -4352,7 +4352,7 @@ { "cell_type": "code", "execution_count": 31, - "id": "091d1190", + "id": "ca99ff51", "metadata": { "collapsed": false, "editable": true @@ -4436,7 +4436,7 @@ }, { "cell_type": "markdown", - "id": "07923dc6", + "id": "d9ff15bb", "metadata": { "editable": true }, @@ -4447,7 +4447,7 @@ { "cell_type": "code", "execution_count": 32, - "id": "3d64b1c0", + "id": "c62525ac", "metadata": { "collapsed": false, "editable": true @@ -4525,7 +4525,7 @@ }, { "cell_type": "markdown", - "id": "402c1916", + "id": "bb7ee229", "metadata": { "editable": true }, @@ -4536,7 +4536,7 @@ { "cell_type": "code", "execution_count": 33, - "id": "46c3b509", + "id": "67ef0175", "metadata": { "collapsed": false, "editable": true @@ -4600,7 +4600,7 @@ }, { "cell_type": "markdown", - "id": "a9332be2", + "id": "2f8a1fab", "metadata": { "editable": true }, @@ -4610,7 +4610,7 @@ }, { "cell_type": "markdown", - "id": "779b4b26", + "id": "5875fd60", "metadata": { "editable": true }, @@ -4621,7 +4621,7 @@ { "cell_type": "code", "execution_count": 34, - "id": "024961b7", + "id": "eb223dd3", "metadata": { "collapsed": false, "editable": true @@ -4690,7 +4690,7 @@ }, { "cell_type": "markdown", - "id": "26e4c513", + "id": "a46bd7bd", "metadata": { "editable": true }, @@ -4701,7 +4701,7 @@ { "cell_type": "code", "execution_count": 35, - "id": "4ea50168", + "id": "cbbe2787", "metadata": { "collapsed": false, "editable": true @@ -4745,7 +4745,7 @@ }, { "cell_type": "markdown", - "id": "ec11c5ee", + "id": "dbf7aa1d", "metadata": { "editable": true }, @@ -4764,7 +4764,7 @@ { "cell_type": "code", "execution_count": 36, - "id": "e0243ea4", + "id": "7e253afa", "metadata": { "collapsed": false, "editable": true @@ -4784,7 +4784,7 @@ }, { "cell_type": "markdown", - "id": "ecb14805", + "id": "684b49a8", "metadata": { "editable": true }, @@ -4797,35 +4797,6 @@ "\n", "* Extend from linear regression to logistic regression." ] - }, - { - "cell_type": "markdown", - "id": "ce9501d7", - "metadata": { - "editable": true - }, - "source": [ - "## algorithms\n", - "\n", - "\\begin{algorithm}\n", - "\\*Figure: An algorithm with caption*\n", - "\\KwData{$n \\geq 0$}\n", - "\\KwResult{$y = x^n$}\n", - "$y \\gets 1$\\;\n", - "$X \\gets x$\\;\n", - "$N \\gets n$\\;\n", - "\\While{$N \\neq 0$}{\n", - " \\eIf{$N$ is even}{\n", - " $X \\gets X \\times X$\\;\n", - " $N \\gets \\frac{N}{2}$ \\Comment*[r]{This is a comment}\n", - " }{\\If{$N$ is odd}{\n", - " $y \\gets y \\times X$\\;\n", - " $N \\gets N - 1$\\;\n", - " }\n", - " }\n", - "}\n", - "\\end{algorithm}" - ] } ], "metadata": {}, diff --git a/doc/src/week39/week39.do.txt b/doc/src/week39/week39.do.txt index 1c0c3fe7e..6224f0adc 100644 --- a/doc/src/week39/week39.do.txt +++ b/doc/src/week39/week39.do.txt @@ -2638,27 +2638,3 @@ print(derivative_fn(x_small)) * Extend from linear regression to logistic regression. -!split -===== algorithms ===== - -\begin{algorithm} -\caption{An algorithm with caption} -\KwData{$n \geq 0$} -\KwResult{$y = x^n$} -$y \gets 1$\; -$X \gets x$\; -$N \gets n$\; -\While{$N \neq 0$}{ - \eIf{$N$ is even}{ - $X \gets X \times X$\; - $N \gets \frac{N}{2}$ \Comment*[r]{This is a comment} - }{\If{$N$ is odd}{ - $y \gets y \times X$\; - $N \gets N - 1$\; - } - } -} -\end{algorithm} - - -