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add cheatsheet
2026-04-08 15:56:29 +02:00
.gitignore first commit 2026-03-21 23:35:45 +01:00
ch0.md Add course materials for statistical estimation and regression, including introductory chapters on non-parametric density estimation and neural networks as approximators. 2026-04-07 11:25:22 +02:00
ch0.pdf Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
ch0.tex Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
ch1.md Add course materials for statistical estimation and regression, including introductory chapters on non-parametric density estimation and neural networks as approximators. 2026-04-07 11:25:22 +02:00
ch1.pdf Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
ch1.tex Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
ch2.md Add course materials for statistical estimation and regression, including introductory chapters on non-parametric density estimation and neural networks as approximators. 2026-04-07 11:25:22 +02:00
ch2.pdf Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
ch2.tex Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
ch3.md Add course materials for statistical estimation and regression, including introductory chapters on non-parametric density estimation and neural networks as approximators. 2026-04-07 11:25:22 +02:00
ch3.pdf Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
ch3.tex Add initial chapters on statistical estimation and regression 2026-03-21 23:45:07 +01:00
cheatsheet.md add cheatsheet 2026-04-08 15:56:29 +02:00
learning in RKHS.pdf add cheatsheet 2026-04-08 15:56:29 +02:00
main.pdf Add main LaTeX document for statistical learning course 2026-03-21 23:56:01 +01:00
main.tex Add main LaTeX document for statistical learning course 2026-03-21 23:56:01 +01:00
README.md add cheatsheet 2026-04-08 15:56:29 +02:00
RKHS.md Refactor examples section in RKHS document for improved formatting 2026-04-07 11:16:58 +02:00

README.md

APM_4AI09 - Statistiques

Cheatsheet cheatsheet.md

Chapitre Titre du cours Sources
Ch. 0 Introduction à l'Estimation Statistique ch0.md
Ch. 1 Estimation de Densité Non-Paramétrique ch1.md
Ch. 2 Théorie de la Régression ch2.md
Ch. 3 Les réseaux de neurones comme approximateurs ch3.md
Ch. 4 Reproducing Kernel Hilbert Space (RKHS) RKHS.md