Skip to main content
Side panel
Moodle INSA Rouen
Home
More
English (en)
English (en)
Français (fr)
You are currently using guest access
Log in
Home
Open course index
IML
Supervised Learning
Practice Session: Bayes's Decision Theory
Practice Session: Bayes's Decision Theory
Practice Session: Bayes's Decision Theory
Click
Lab_Bayes_Eng_Python.pdf
link to view the file.
◄ Classwork - Bayesian Decision Theory
Jump to...
Jump to...
Forum
Slides - Introduction to ML
Labwork - Introduction to classification approach
Due Labwork - Introduction to classification approach
Slides - Data Visualization
Labwork - Dataviz
Dataset - ais.csv
Dataset - USPS
Due Labwork - Data Visualization
Slides - Clustering Methods
Labwork - Clustering Methods
utility.py
starter_clustering.py
Dataset george.mat
Image seaforest_small.jpeg
Due Labwork Clustering
Unconstrained optimization
Labwork - Unconstrained Optimization
Due Labwork Unconstrained Optimization
Constrained Optimization: an introduction
Labwork - Convex Constrained Optimization
utility.py
maisons.csv
Due Labwork - Constrained Optimization
Advice for Applying Machine Learning de Andrew Ng (Stanford)
Bayesian Decision Theory
Classwork - Bayesian Decision Theory
Script utility_bayes.py
Data astrodata.mat
Dataset cat_and_grass.zip
Due Practice Session: Bayes Decision
Logistic Regression
Practice Session - Logistic Regression
Dataset: spambase.zip
Dataset Mnist.zip
Due Practice Session Logistic Regression
Linear SVM
Classwork Linear SVM
Python Code to compute W and b (for SVM on your own)
Practical Session: Linear SVM
Script utility_svm.py
Due Linear SVM Labwork
Kernel SVM
Practice Session : Kernel SVM
Due Practice Session Work : Kernel SVM
Model Selection
Practice Model Selection
Data Splice
Splice test
Due Model Selection
TP Graph Kernels
Datasets
Challenge
Due Challenge
Examen - Partie 1 (clustering)
Corrigé indicatif - Clustering
Examen
Examen
Projets DM 2005 2006
Projets 2006/2007
Examen 2006-2007
Examen 2007-2008
Examen 2009-2010
Examen 2010-2011
Examen 2011-2012
Examen 2012-2013
Examen théorique 2014-2015
Examen Pratique 2015
Examen Théorique
Examen Pratique
Données
Examen théorique
Examen pratique
Donnees
Examen théorique
Examen pratique
Donnees
Examen théorique
Examen pratique
Donnees
Dépôt Examen machine - 2023-2024
Script utility_bayes.py ►