Skip to content

Commit

Permalink
Notebook updates
Browse files Browse the repository at this point in the history
  • Loading branch information
Benny Avelin committed Dec 15, 2023
1 parent f9e7088 commit 1c7b3e8
Show file tree
Hide file tree
Showing 17 changed files with 33,640 additions and 1,108 deletions.
12 changes: 12 additions & 0 deletions 14-Dimensionality_Reduction.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,12 @@
---
title: ""
permalink: /14-Dimensionality_Reduction/
sidebar:
nav: "lMenu"
---

Download as a jupyter [ipynb notebook](https://datascience-intro.github.io/1MS041-2023/notebooks/14-Dimensionality_Reduction.ipynb) or view it as [html](https://datascience-intro.github.io/1MS041-2023/notebooks/14-Dimensionality_Reduction.html).

<iframe src="https://datascience-intro.github.io/1MS041-2023/notebooks/14-Dimensionality_Reduction.html" width="1080" height="1080" frameborder="0"></iframe>


12 changes: 12 additions & 0 deletions 15-Extra_Topics.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,12 @@
---
title: ""
permalink: /15-Extra_Topics/
sidebar:
nav: "lMenu"
---

Download as a jupyter [ipynb notebook](https://datascience-intro.github.io/1MS041-2023/notebooks/15-Extra_Topics.ipynb) or view it as [html](https://datascience-intro.github.io/1MS041-2023/notebooks/15-Extra_Topics.html).

<iframe src="https://datascience-intro.github.io/1MS041-2023/notebooks/15-Extra_Topics.html" width="1080" height="1080" frameborder="0"></iframe>


Binary file modified Files/LectureNotes1MS041.pdf
Binary file not shown.
Binary file modified Files/first_lecture_and_data.zip
Binary file not shown.
2 changes: 2 additions & 0 deletions index.md
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,8 @@ These notebooks are numbered according to which lecture they coincide with and w
12. [12-Regression](12-Regression.md)
13. [13-Extra_Topics](13-Extra_Topics.md)
13. [13-High_Dimension](13-High_Dimension.md)
14. [14-Dimensionality_Reduction](14-Dimensionality_Reduction.md)
15. [15-Extra_Topics](15-Extra_Topics.md)

### Problem Solving Sessions

Expand Down
12 changes: 6 additions & 6 deletions notebooks/04-Concentration_and_Limits.html
Original file line number Diff line number Diff line change
Expand Up @@ -13152,10 +13152,10 @@ <h2 id="Concentration-and-limits">Concentration and limits<a class="anchor-link"



<div id="6a20ea51-c18e-4704-850d-6e5c1510bafa"></div>
<div id="0a84d0c1-8098-4eb8-982c-c4eb8fbfdece"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#6a20ea51-c18e-4704-850d-6e5c1510bafa');
var element = $('#0a84d0c1-8098-4eb8-982c-c4eb8fbfdece');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "1266cd10c47d4a67bca32a1dee1996bb", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -13212,10 +13212,10 @@ <h2 id="Concentration-and-limits">Concentration and limits<a class="anchor-link"



<div id="cf5341a9-1cb2-452d-b3b2-eaa982060f44"></div>
<div id="7ca620d9-8d6f-4d04-9794-1ffd0bf56e05"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#cf5341a9-1cb2-452d-b3b2-eaa982060f44');
var element = $('#7ca620d9-8d6f-4d04-9794-1ffd0bf56e05');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "c2605d5956cb47958a134e70b0eeb5cb", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -13531,10 +13531,10 @@ <h2 id="Being-clever-with-Bennetts-inequality">Being clever with Bennetts inequa



<div id="acddc60e-a635-4640-8ac2-71849cbec3d7"></div>
<div id="631440a5-e340-4e16-847e-861d117389d5"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#acddc60e-a635-4640-8ac2-71849cbec3d7');
var element = $('#631440a5-e340-4e16-847e-861d117389d5');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "8594730855a746c88fad6b96c79e2fa2", "version_major": 2, "version_minor": 0}
Expand Down
20 changes: 10 additions & 10 deletions notebooks/05-Limits.html
Original file line number Diff line number Diff line change
Expand Up @@ -13848,10 +13848,10 @@ <h3 id="The-$Gaussian(\mu,-\sigma^2)$-or-$Normal(\mu,-\sigma^2)$-RV?">The $Gauss



<div id="9af811ac-58af-4de3-9a92-11912d64fbab"></div>
<div id="b016665b-2d72-4e40-a299-6f9756085c44"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#9af811ac-58af-4de3-9a92-11912d64fbab');
var element = $('#b016665b-2d72-4e40-a299-6f9756085c44');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "66d26bba52d14270a8fc4efad4ded4f4", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -14225,10 +14225,10 @@ <h3 id="Weak-Law-of-Large-Numbers">Weak Law of Large Numbers<a class="anchor-lin



<div id="5dea8260-c50d-4dbd-a340-c44c046f7e64"></div>
<div id="560a03d9-c0d5-4ae9-9a89-57f0e152658b"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#5dea8260-c50d-4dbd-a340-c44c046f7e64');
var element = $('#560a03d9-c0d5-4ae9-9a89-57f0e152658b');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "3f4abef7dcee463aa6484ccbae1492c0", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -14275,10 +14275,10 @@ <h3 id="Weak-Law-of-Large-Numbers">Weak Law of Large Numbers<a class="anchor-lin



<div id="7032d026-f44a-4b51-87f3-e2fa4c4d03fd"></div>
<div id="3c7662c4-4fb1-4dde-946e-ed9af549aad2"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#7032d026-f44a-4b51-87f3-e2fa4c4d03fd');
var element = $('#3c7662c4-4fb1-4dde-946e-ed9af549aad2');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "ffc75c33fb7a4dce8c18c3a8d4b61631", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -14347,10 +14347,10 @@ <h2 id="Central-Limit-Theorem">Central Limit Theorem<a class="anchor-link" href=



<div id="189bbc37-22ca-497c-b552-317f1036e058"></div>
<div id="1010029a-6158-417a-aa98-022752ca949b"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#189bbc37-22ca-497c-b552-317f1036e058');
var element = $('#1010029a-6158-417a-aa98-022752ca949b');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "4234073f0a0c49b4b26320bbe62733ac", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -14409,10 +14409,10 @@ <h2 id="YouTry">YouTry<a class="anchor-link" href="#YouTry">&#182;</a></h2><p>Tr



<div id="6b6f6a5a-5f94-4daf-83c7-4bb6cf8860d9"></div>
<div id="c98c791e-5137-45b8-8b94-d38ceeba4c59"></div>
<div class="output_subarea output_widget_view output_execute_result">
<script type="text/javascript">
var element = $('#6b6f6a5a-5f94-4daf-83c7-4bb6cf8860d9');
var element = $('#c98c791e-5137-45b8-8b94-d38ceeba4c59');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "b3f81d07b3fc4893aca0dfb76f4bcd39", "version_major": 2, "version_minor": 0}
Expand Down
12 changes: 6 additions & 6 deletions notebooks/07-Estimation_Likelihood.html
Original file line number Diff line number Diff line change
Expand Up @@ -13740,10 +13740,10 @@ <h4 id="YouTry">YouTry<a class="anchor-link" href="#YouTry">&#182;</a></h4><p>Tr



<div id="1f3d373d-8a37-4791-a566-a3877bc588ed"></div>
<div id="c7599139-0098-4dbd-a6ee-59dfa7c9ec73"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#1f3d373d-8a37-4791-a566-a3877bc588ed');
var element = $('#c7599139-0098-4dbd-a6ee-59dfa7c9ec73');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "43c4a0f3a1a842dc8f80c28bef7b86cb", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -13915,10 +13915,10 @@ <h4 id="YouTry-in-class">YouTry in class<a class="anchor-link" href="#YouTry-in-



<div id="f92d60bc-17f2-46a0-bc2f-addd591afcd7"></div>
<div id="3b7321b3-2f44-4e6c-916d-443892e232c6"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#f92d60bc-17f2-46a0-bc2f-addd591afcd7');
var element = $('#3b7321b3-2f44-4e6c-916d-443892e232c6');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "ca12c09c89614e33ba09f58d4494dd88", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -13987,10 +13987,10 @@ <h4 id="YouTry-in-class">YouTry in class<a class="anchor-link" href="#YouTry-in-



<div id="d286eccf-2fd0-48d2-b7ee-7d74d0cc892c"></div>
<div id="dcae4340-fd82-4eea-8c69-4179f2f02432"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#d286eccf-2fd0-48d2-b7ee-7d74d0cc892c');
var element = $('#dcae4340-fd82-4eea-8c69-4179f2f02432');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "cace62e58b87449189885f33f1f54f01", "version_major": 2, "version_minor": 0}
Expand Down
8 changes: 4 additions & 4 deletions notebooks/09-Markov_chains.html
Original file line number Diff line number Diff line change
Expand Up @@ -13582,10 +13582,10 @@ <h3 id="Predicting-the-weather-with-our-Dry-Wet-chain">Predicting the weather wi



<div id="85133f40-676c-4c01-a2bc-47020317a446"></div>
<div id="13bfa9b2-03bb-48f5-a78a-bb11d89360cb"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#85133f40-676c-4c01-a2bc-47020317a446');
var element = $('#13bfa9b2-03bb-48f5-a78a-bb11d89360cb');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "47fb44f558074ecdb73147e7c1858bba", "version_major": 2, "version_minor": 0}
Expand Down Expand Up @@ -13883,10 +13883,10 @@ <h2 id="Working-with-real-data">Working with real data<a class="anchor-link" hre



<div id="c6722bb4-d677-47a0-b411-9782f7da798e"></div>
<div id="cfb7f870-6478-46e5-8fbc-223baf535e1f"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#c6722bb4-d677-47a0-b411-9782f7da798e');
var element = $('#cfb7f870-6478-46e5-8fbc-223baf535e1f');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "9f9e3413863b4879bcb32bb3c04dada2", "version_major": 2, "version_minor": 0}
Expand Down
4 changes: 2 additions & 2 deletions notebooks/10-Pattern_Recognition.html
Original file line number Diff line number Diff line change
Expand Up @@ -13265,10 +13265,10 @@ <h2 id="The-perceptron-algorithm">The perceptron algorithm<a class="anchor-link"



<div id="7a7814a3-d337-4ce4-bcd3-2b8084b10c62"></div>
<div id="7c225371-8ab8-44dd-a69c-c220fb6b30f9"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#7a7814a3-d337-4ce4-bcd3-2b8084b10c62');
var element = $('#7c225371-8ab8-44dd-a69c-c220fb6b30f9');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "21cd7bac51104427a6eea63be96040cc", "version_major": 2, "version_minor": 0}
Expand Down
4 changes: 2 additions & 2 deletions notebooks/13-Extra_Topics.html
Original file line number Diff line number Diff line change
Expand Up @@ -14622,10 +14622,10 @@ <h1 id="Concentration">Concentration<a class="anchor-link" href="#Concentration"



<div id="9adf4107-ea60-4c3d-834f-30c36276910c"></div>
<div id="30cd1bc7-e6ba-4007-a663-9aa3b7237f08"></div>
<div class="output_subarea output_widget_view ">
<script type="text/javascript">
var element = $('#9adf4107-ea60-4c3d-834f-30c36276910c');
var element = $('#30cd1bc7-e6ba-4007-a663-9aa3b7237f08');
</script>
<script type="application/vnd.jupyter.widget-view+json">
{"model_id": "669736559f30476891eac84e140248a6", "version_major": 2, "version_minor": 0}
Expand Down
648 changes: 30 additions & 618 deletions notebooks/13-High_Dimension.html

Large diffs are not rendered by default.

550 changes: 90 additions & 460 deletions notebooks/13-High_Dimension.ipynb

Large diffs are not rendered by default.

Loading

0 comments on commit 1c7b3e8

Please sign in to comment.