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Add page on regression / classification #59

Merged
merged 17 commits into from
Jan 23, 2024
4 changes: 2 additions & 2 deletions .github/workflows/check-urls.yml
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Expand Up @@ -42,6 +42,6 @@ jobs:
print_all: false
timeout: 5
retry_count# : 3
exclude_urls: http://www.w3.org/1999/xlink,https://creativecommons.org/licenses/by-sa/4.0/deed.fr,http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd,https://ast.wikipedia.org/wiki/Python,https://www.data.gouv.fr/fr/datasets/r/4acad602-d8b1-4516-bc71-7d5574d5f33e,https://www.gutenberg.org/cache/epub/12587/pg12587.txt,https://www.insee.fr/fr/statistiques/fichier/2407910/,https://castor-informatique.fr,https://hal.archives-ouvertes.fr/hal-00990252/document,https://github.com/onnx/models/raw/main/vision/classification/mobilenet/model/mobilenetv2-12.onnx,https://arxiv.org/ftp/arxiv/papers/1510/1510.04863.pdf,https://hal.science/hal-01125940,https://www.data.gouv.fr/fr/datasets/r/63352e38-d353-4b54-bfd1-f1b3ee1cabd7,https://github.com/sdpython/teachpyx/raw/main/_data/examen2021.zip,https://www.enseignement.polytechnique.fr/informatique/INF423/uploads/Main/poly-good.pdf,https://upload.wikimedia.org/wikipedia/commons/9/9f/ConvolutionAndPooling.svg,https://www.cs.dartmouth.edu/~ac/Teach/CS85-Fall09/Notes/lecnotes.pdf
exclude_patterns: https://www.data.gouv.fr/,http://purl.org/dc/,https://as.wikipedia.org/,https://als.wikipedia.org/,https://az.wikipedia.org/,https://af.wikipedia.org/,https://azb.wikipedia.org/,https://ar.wikipedia.org/,https://raw.githubusercontent.com/CSSEGISandData/COVID-19,https://github.com/sdpython/teachpyx/blob/main/_doc/practice/exams/,https://github.com/sdpython/teachpyx/raw/main/_data/,https://www.data.gouv.fr/fr/datasets/r/e3d83ab3-dc52-4c99-abaf-8a38050cc68c,https://github.com/onnx/models/raw/main/vision/classification/mobilenet/model/mobilenetv2-12.onnx,https://www.data.gouv.fr/fr/datasets/r/63352e38-d353-4b54-bfd1-f1b3ee1cabd7,https://github.com/sdpython/teachpyx/raw/main/_data/examen2021.zip,http://www.inkscape.org/namespaces/inkscape,http://pokemondb.net/pokedex/national,https://an.wikipedia.org/wiki/Python,http://www.w3.org/1999/xlink,https://fr.wikipedia.org/wiki/Python_(langage),https://sdpython.github.io/js/viz-lite.js,https://ast.wikipedia.org/wiki/Python,https://creativecommons.org/licenses/by-sa/4.0/deed.fr,https://upload.wikimedia.org/wikipedia/commons/9/9f/ConvolutionAndPooling.svg,https://github.com/sdpython/teachdata/raw/main/naissance_deces_mariage/,http://pokemondb.net/pokedex/,https://www.insee.fr/fr/statistiques/fichier/2407910/,http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd
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# force_pass : true
22 changes: 22 additions & 0 deletions _doc/articles/2024/2024-03-01-route2024.rst
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_l-feuille-route-2024:

==================================
2024-03-01 : feuille de route 2024
==================================

Séance 1 (26/1)
===============

* site web : `sdpython.github.io <https://sdpython.github.io/>`_
* :ref:`l-ml-rappel`
* programmation (python :epkg:`numpy`, :epkg:`pandas`, :epkg:`matplotlib`, :epkg:`jupyter`)
* :ref:`Tests unitaires <nbl-practice-py-base-tests_unitaires>`, package python
* CPU, CUDA
* données, SQL
* machine learning, :epkg:`scikit-learn`, :epkg:`pytorch`
* :ref:`l-regclass`
* évaluation, :ref:`ROC <l-ml-plot-roc>`, :math:`R^2`
* ranking, clustering
* `ChatGPT <https://chat.openai.com/>`_,
`LLM <https://en.wikipedia.org/wiki/Large_language_model>`_,
(Large Language Model), SLLM (Small LLM)
1 change: 1 addition & 0 deletions _doc/articles/index.rst
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Expand Up @@ -10,6 +10,7 @@ Ou *blog*.
:maxdepth: 1

2024/2024-01-18-wsl
2024/2024-03-01-route2024

.. toctree::
:caption: 2023
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1 change: 1 addition & 0 deletions _doc/c_ml/index.rst
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Expand Up @@ -7,6 +7,7 @@ Machine Learning
:maxdepth: 1

rappel
regclass

Les livres anglais sur les sciences sont souvent plus appliqués,
le démarrage est assez lent, le lecteur comprend bien les notions
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2 changes: 1 addition & 1 deletion _doc/c_ml/rappel.rst
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.. _l-rappel:
.. _l-ml-rappel:

================
Quelques rappels
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