lanmar

Python---Monty-Hall

Monty Hall with numpy

Python---Olympic-Medals

Python---Cancer-Prostate

Linear regression, ridge, lasso

Python---Domineering

deep learning sur jeu de dominos

Python---Leaf-Classification

Classification multiclasse, kNN, SVM

Python---Mushrooms

Logistic regression with l1 and l2 regularization VS Linear SVM

Python---Online-Shoppers-Intentions

PCA, clustering, logictic regression, SVM

Python---Optimisation

optimisation avec ridge et lasso, from scratch VS scikit-learn

Python---Wine-quality

Cross-validation, knn classif, knn régression, svm à noyau, Ridge à noyau

R--Stats-Bayesienne

Bayesian inference

R---Breast-Cancer-Unsupervised-Learning

R---Occupation-Wage-Clustering