From 7434b6372be339bfb4eb87420ccf143e64ccd7ac Mon Sep 17 00:00:00 2001
From: Morten Hjorth-Jensen <morten.hjorth-jensen@fys.uio.no>
Date: Tue, 24 Sep 2024 05:55:16 +0200
Subject: [PATCH] corrected typos

---
 doc/pub/week39/html/week39-reveal.html       |   7 -
 doc/pub/week39/html/week39-solarized.html    |   5 -
 doc/pub/week39/html/week39.html              |   5 -
 doc/pub/week39/ipynb/ipynb-week39-src.tar.gz | Bin 192 -> 193 bytes
 doc/pub/week39/ipynb/week39.ipynb            | 573 +++++++++----------
 doc/src/week39/week39.do.txt                 |   3 -
 6 files changed, 284 insertions(+), 309 deletions(-)

diff --git a/doc/pub/week39/html/week39-reveal.html b/doc/pub/week39/html/week39-reveal.html
index 6dcba418d..808d09600 100644
--- a/doc/pub/week39/html/week39-reveal.html
+++ b/doc/pub/week39/html/week39-reveal.html
@@ -247,17 +247,10 @@ MathJax.Hub.Config({
 <p><li> Work on project 1, in particular resampling methods like cross-validation and bootstrap. <b>For more discussions of project 1, chapter 5 of Goodfellow et al is a good read, in particular sections 5.1-5.5 and 5.7-5.11</b>.</li>
 
 <p><li> <a href="https://youtu.be/tVW1ZDmZnwM" target="_blank">Video on how to write scientific reports recorded during one of the lab sessions</a></li>
-</ul>
-<p>
-<p>These sections summarize neatly what we have done till now and point to what is coming with respect to deep learning. </p>
-<ul>
 
 <p><li> A general guideline can be found at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md</tt></a>.</li>
 </ul>
 </div>
-  
-
-<!-- rett opp tyrleif -->
 </section>
 
 <section>
diff --git a/doc/pub/week39/html/week39-solarized.html b/doc/pub/week39/html/week39-solarized.html
index c6db97ead..36a7e748b 100644
--- a/doc/pub/week39/html/week39-solarized.html
+++ b/doc/pub/week39/html/week39-solarized.html
@@ -383,16 +383,11 @@ MathJax.Hub.Config({
   <li> Exercise for week 39 on how to write the abstract and the introduction of the report and how to include references.</li> 
   <li> Work on project 1, in particular resampling methods like cross-validation and bootstrap. <b>For more discussions of project 1, chapter 5 of Goodfellow et al is a good read, in particular sections 5.1-5.5 and 5.7-5.11</b>.</li>
   <li> <a href="https://youtu.be/tVW1ZDmZnwM" target="_blank">Video on how to write scientific reports recorded during one of the lab sessions</a></li>
-</ul>
-<p>These sections summarize neatly what we have done till now and point to what is coming with respect to deep learning. </p>
-<ul>
   <li> A general guideline can be found at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md</tt></a>.</li>
 </ul>
 </div>
   
 
-<!-- rett opp tyrleif -->
-
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="lecture-monday-september-23-optimization-the-central-part-of-any-machine-learning-algortithm">Lecture Monday September 23, Optimization, the central part of any Machine Learning algortithm </h2>
 
diff --git a/doc/pub/week39/html/week39.html b/doc/pub/week39/html/week39.html
index 170ba300a..0efaaec20 100644
--- a/doc/pub/week39/html/week39.html
+++ b/doc/pub/week39/html/week39.html
@@ -460,16 +460,11 @@ MathJax.Hub.Config({
   <li> Exercise for week 39 on how to write the abstract and the introduction of the report and how to include references.</li> 
   <li> Work on project 1, in particular resampling methods like cross-validation and bootstrap. <b>For more discussions of project 1, chapter 5 of Goodfellow et al is a good read, in particular sections 5.1-5.5 and 5.7-5.11</b>.</li>
   <li> <a href="https://youtu.be/tVW1ZDmZnwM" target="_blank">Video on how to write scientific reports recorded during one of the lab sessions</a></li>
-</ul>
-<p>These sections summarize neatly what we have done till now and point to what is coming with respect to deep learning. </p>
-<ul>
   <li> A general guideline can be found at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md</tt></a>.</li>
 </ul>
 </div>
   
 
-<!-- rett opp tyrleif -->
-
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="lecture-monday-september-23-optimization-the-central-part-of-any-machine-learning-algortithm">Lecture Monday September 23, Optimization, the central part of any Machine Learning algortithm </h2>
 
diff --git a/doc/pub/week39/ipynb/ipynb-week39-src.tar.gz b/doc/pub/week39/ipynb/ipynb-week39-src.tar.gz
index 42c0f572da5a1953641f27e8ae72422f78314358..77179d504352df1fa7c4ed8e6a65ff1146c7e5ec 100644
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diff --git a/doc/pub/week39/ipynb/week39.ipynb b/doc/pub/week39/ipynb/week39.ipynb
index 6a5e1d2b2..a2ce54336 100644
--- a/doc/pub/week39/ipynb/week39.ipynb
+++ b/doc/pub/week39/ipynb/week39.ipynb
@@ -2,7 +2,7 @@
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     "\n",
     "  * [Video on how to write scientific reports recorded during one of the lab sessions](https://youtu.be/tVW1ZDmZnwM)\n",
     "\n",
-    "These sections summarize neatly what we have done till now and point to what is coming with respect to deep learning. \n",
-    "  * A general guideline can be found at <https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md>.\n",
-    "\n",
-    "  \n",
-    "\n",
-    "<!-- rett opp tyrleif -->"
+    "  * A general guideline can be found at <https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md>."
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@@ -1061,7 +1056,7 @@
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@@ -1073,7 +1068,7 @@
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@@ -1083,7 +1078,7 @@
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@@ -1095,7 +1090,7 @@
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@@ -1105,7 +1100,7 @@
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@@ -1117,7 +1112,7 @@
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@@ -1127,7 +1122,7 @@
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@@ -1139,7 +1134,7 @@
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@@ -1149,7 +1144,7 @@
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@@ -1161,7 +1156,7 @@
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@@ -1172,7 +1167,7 @@
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@@ -1205,7 +1200,7 @@
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@@ -1216,7 +1211,7 @@
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@@ -1230,7 +1225,7 @@
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@@ -1241,7 +1236,7 @@
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@@ -1254,7 +1249,7 @@
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@@ -1265,7 +1260,7 @@
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@@ -1283,7 +1278,7 @@
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@@ -1294,7 +1289,7 @@
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@@ -1309,7 +1304,7 @@
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@@ -1319,7 +1314,7 @@
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@@ -1333,7 +1328,7 @@
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@@ -1345,7 +1340,7 @@
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@@ -1356,7 +1351,7 @@
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@@ -1368,7 +1363,7 @@
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@@ -1379,7 +1374,7 @@
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@@ -1390,7 +1385,7 @@
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@@ -1402,7 +1397,7 @@
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@@ -1412,7 +1407,7 @@
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@@ -1424,7 +1419,7 @@
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@@ -1436,7 +1431,7 @@
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@@ -1448,7 +1443,7 @@
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@@ -1460,7 +1455,7 @@
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@@ -1471,7 +1466,7 @@
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@@ -1483,7 +1478,7 @@
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@@ -1493,7 +1488,7 @@
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@@ -1505,7 +1500,7 @@
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@@ -1515,7 +1510,7 @@
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@@ -1527,7 +1522,7 @@
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@@ -1547,7 +1542,7 @@
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@@ -1559,7 +1554,7 @@
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@@ -1569,7 +1564,7 @@
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@@ -1581,7 +1576,7 @@
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@@ -1591,7 +1586,7 @@
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@@ -1602,7 +1597,7 @@
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@@ -1614,7 +1609,7 @@
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@@ -1626,7 +1621,7 @@
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@@ -1638,7 +1633,7 @@
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@@ -1651,7 +1646,7 @@
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@@ -1662,7 +1657,7 @@
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@@ -1674,7 +1669,7 @@
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@@ -1690,7 +1685,7 @@
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@@ -1702,7 +1697,7 @@
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@@ -1713,7 +1708,7 @@
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@@ -1725,7 +1720,7 @@
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@@ -1735,7 +1730,7 @@
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@@ -1747,7 +1742,7 @@
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@@ -1757,7 +1752,7 @@
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@@ -1769,7 +1764,7 @@
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@@ -1779,7 +1774,7 @@
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@@ -1791,7 +1786,7 @@
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@@ -1815,7 +1810,7 @@
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@@ -1829,7 +1824,7 @@
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@@ -1840,7 +1835,7 @@
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@@ -1852,7 +1847,7 @@
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@@ -1862,7 +1857,7 @@
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@@ -1874,7 +1869,7 @@
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@@ -1888,7 +1883,7 @@
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@@ -1904,7 +1899,7 @@
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@@ -1914,7 +1909,7 @@
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@@ -1926,7 +1921,7 @@
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@@ -1936,7 +1931,7 @@
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@@ -1948,7 +1943,7 @@
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@@ -1962,7 +1957,7 @@
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@@ -1972,7 +1967,7 @@
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@@ -1983,7 +1978,7 @@
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@@ -1998,7 +1993,7 @@
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@@ -2008,7 +2003,7 @@
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@@ -2020,7 +2015,7 @@
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@@ -2032,7 +2027,7 @@
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@@ -2047,7 +2042,7 @@
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@@ -2060,7 +2055,7 @@
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@@ -2117,7 +2112,7 @@
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@@ -2128,7 +2123,7 @@
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@@ -2155,7 +2150,7 @@
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@@ -2167,7 +2162,7 @@
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@@ -2179,7 +2174,7 @@
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@@ -2189,7 +2184,7 @@
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@@ -2203,7 +2198,7 @@
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@@ -2213,7 +2208,7 @@
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@@ -2225,7 +2220,7 @@
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@@ -2236,7 +2231,7 @@
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@@ -2251,7 +2246,7 @@
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@@ -2265,7 +2260,7 @@
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@@ -2276,7 +2271,7 @@
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@@ -2337,7 +2332,7 @@
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@@ -2359,7 +2354,7 @@
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@@ -2372,7 +2367,7 @@
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@@ -2438,7 +2433,7 @@
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@@ -2449,7 +2444,7 @@
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@@ -2523,7 +2518,7 @@
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@@ -2535,7 +2530,7 @@
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@@ -2556,7 +2551,7 @@
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@@ -2588,7 +2583,7 @@
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@@ -2605,7 +2600,7 @@
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@@ -2618,7 +2613,7 @@
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@@ -2631,7 +2626,7 @@
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@@ -2644,7 +2639,7 @@
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@@ -2658,7 +2653,7 @@
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@@ -2680,7 +2675,7 @@
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@@ -2695,7 +2690,7 @@
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@@ -2707,7 +2702,7 @@
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@@ -2720,7 +2715,7 @@
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@@ -2734,7 +2729,7 @@
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@@ -2745,7 +2740,7 @@
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@@ -2770,7 +2765,7 @@
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@@ -2786,7 +2781,7 @@
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@@ -2807,7 +2802,7 @@
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@@ -2827,7 +2822,7 @@
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@@ -2846,7 +2841,7 @@
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@@ -2881,7 +2876,7 @@
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@@ -2894,7 +2889,7 @@
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@@ -2971,7 +2966,7 @@
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@@ -2986,7 +2981,7 @@
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@@ -3001,7 +2996,7 @@
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@@ -3013,7 +3008,7 @@
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@@ -3031,7 +3026,7 @@
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@@ -3050,7 +3045,7 @@
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@@ -3062,7 +3057,7 @@
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@@ -3072,7 +3067,7 @@
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@@ -3088,7 +3083,7 @@
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@@ -3100,7 +3095,7 @@
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@@ -3110,7 +3105,7 @@
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@@ -3122,7 +3117,7 @@
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@@ -3132,7 +3127,7 @@
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@@ -3144,7 +3139,7 @@
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@@ -3160,7 +3155,7 @@
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@@ -3172,7 +3167,7 @@
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@@ -3205,7 +3200,7 @@
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@@ -3217,7 +3212,7 @@
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@@ -3235,7 +3230,7 @@
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@@ -3245,7 +3240,7 @@
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@@ -3276,7 +3271,7 @@
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@@ -3291,7 +3286,7 @@
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@@ -3309,7 +3304,7 @@
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@@ -3321,7 +3316,7 @@
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@@ -3333,7 +3328,7 @@
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@@ -3351,7 +3346,7 @@
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@@ -3380,7 +3375,7 @@
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@@ -3398,7 +3393,7 @@
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@@ -3410,7 +3405,7 @@
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@@ -3422,7 +3417,7 @@
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@@ -3434,7 +3429,7 @@
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@@ -3446,7 +3441,7 @@
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@@ -3458,7 +3453,7 @@
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@@ -3475,7 +3470,7 @@
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@@ -3494,7 +3489,7 @@
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@@ -3506,7 +3501,7 @@
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@@ -3520,7 +3515,7 @@
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@@ -3540,7 +3535,7 @@
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@@ -3578,7 +3573,7 @@
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@@ -3590,7 +3585,7 @@
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@@ -3600,7 +3595,7 @@
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@@ -3612,7 +3607,7 @@
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@@ -3623,7 +3618,7 @@
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@@ -3668,7 +3663,7 @@
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@@ -3685,7 +3680,7 @@
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@@ -3713,7 +3708,7 @@
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@@ -3728,7 +3723,7 @@
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@@ -3772,7 +3767,7 @@
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@@ -3782,7 +3777,7 @@
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@@ -3793,7 +3788,7 @@
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@@ -3821,7 +3816,7 @@
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@@ -3836,7 +3831,7 @@
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@@ -3847,7 +3842,7 @@
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@@ -3875,7 +3870,7 @@
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@@ -3886,7 +3881,7 @@
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@@ -3911,7 +3906,7 @@
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@@ -3922,7 +3917,7 @@
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@@ -3958,7 +3953,7 @@
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@@ -3978,7 +3973,7 @@
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@@ -3989,7 +3984,7 @@
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@@ -4027,7 +4022,7 @@
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@@ -4037,7 +4032,7 @@
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@@ -4051,7 +4046,7 @@
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@@ -4073,7 +4068,7 @@
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@@ -4083,7 +4078,7 @@
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@@ -4094,7 +4089,7 @@
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@@ -4116,7 +4111,7 @@
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@@ -4129,7 +4124,7 @@
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@@ -4154,7 +4149,7 @@
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@@ -4169,7 +4164,7 @@
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@@ -4229,7 +4224,7 @@
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@@ -4240,7 +4235,7 @@
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@@ -4304,7 +4299,7 @@
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@@ -4315,7 +4310,7 @@
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@@ -4364,7 +4359,7 @@
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@@ -4376,7 +4371,7 @@
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@@ -4460,7 +4455,7 @@
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@@ -4471,7 +4466,7 @@
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    "metadata": {
     "collapsed": false,
     "editable": true
@@ -4549,7 +4544,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "98e3edad",
+   "id": "a4f56c77",
    "metadata": {
     "editable": true
    },
@@ -4560,7 +4555,7 @@
   {
    "cell_type": "code",
    "execution_count": 32,
-   "id": "e7603586",
+   "id": "69086c69",
    "metadata": {
     "collapsed": false,
     "editable": true
@@ -4619,7 +4614,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b13519fb",
+   "id": "aaf0ff5c",
    "metadata": {
     "editable": true
    },
@@ -4629,7 +4624,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8f9d2ff0",
+   "id": "adc13d31",
    "metadata": {
     "editable": true
    },
@@ -4640,7 +4635,7 @@
   {
    "cell_type": "code",
    "execution_count": 33,
-   "id": "0abafff8",
+   "id": "ca22be17",
    "metadata": {
     "collapsed": false,
     "editable": true
@@ -4705,7 +4700,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "782efd49",
+   "id": "20bdfaf1",
    "metadata": {
     "editable": true
    },
@@ -4716,7 +4711,7 @@
   {
    "cell_type": "code",
    "execution_count": 34,
-   "id": "89fcb771",
+   "id": "aebc385b",
    "metadata": {
     "collapsed": false,
     "editable": true
@@ -4786,7 +4781,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6ed23dd7",
+   "id": "59f9e902",
    "metadata": {
     "editable": true
    },
@@ -4797,7 +4792,7 @@
   {
    "cell_type": "code",
    "execution_count": 35,
-   "id": "95250b51",
+   "id": "0787385b",
    "metadata": {
     "collapsed": false,
     "editable": true
@@ -4841,7 +4836,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5891aa50",
+   "id": "69ab7a74",
    "metadata": {
     "editable": true
    },
@@ -4860,7 +4855,7 @@
   {
    "cell_type": "code",
    "execution_count": 36,
-   "id": "5ee29457",
+   "id": "fec78172",
    "metadata": {
     "collapsed": false,
     "editable": true
diff --git a/doc/src/week39/week39.do.txt b/doc/src/week39/week39.do.txt
index 996bfb9e1..2b6439aab 100644
--- a/doc/src/week39/week39.do.txt
+++ b/doc/src/week39/week39.do.txt
@@ -31,13 +31,10 @@ DATE: Week 39
   * Exercise for week 39 on how to write the abstract and the introduction of the report and how to include references. 
   * Work on project 1, in particular resampling methods like cross-validation and bootstrap. _For more discussions of project 1, chapter 5 of Goodfellow et al is a good read, in particular sections 5.1-5.5 and 5.7-5.11_.
   * "Video on how to write scientific reports recorded during one of the lab sessions":"https://youtu.be/tVW1ZDmZnwM"
-These sections summarize neatly what we have done till now and point to what is coming with respect to deep learning. 
   * A general guideline can be found at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Projects/EvaluationGrading/EvaluationForm.md".
 !eblock  
 
 
-# rett opp tyrleif
-
 
 
 !split