Machine Learning
by mehdi djo
1. Supervised
1.1. Classifcation
1.1.1. Logistic regression
1.1.2. SVM
1.1.3. KNN
1.1.4. DT
1.1.5. RF
1.2. Regression
1.2.1. Linear regression
1.2.2. polynomial regression
1.2.3. SGDRegressor
1.2.4. Ridge
2. Unsupervised
2.1. Clusturing
2.1.1. Hiérarchique
2.1.1.1. divisiv
2.1.1.2. agglomérative
2.1.2. Partitionnelle
2.1.2.1. Kmeans
2.2. Recommander system
2.2.1. Apriori
2.3. Dimensionaly reduction
2.3.1. PCA