| ==Classification== | ==Clustering== | ==Model-Free Methods== | Bagging |
| [[Logistic Regression]] | [[K-Means]] | Q-Learning | Boosting |
| [[SVM]] | [[Hierarchical Clustering]] | DQN | Stacking |
| [[k-NN]] | [[DBSCAN]] | SARSA | |
| [[Naive Bayes]] | [[GMM]] | Policy Gradient Methods | |
| [[Decision Trees]] | | | |
| [[Random Forest]] | ==Dimensionality Reduction== | ==Model-Based Methods== | |
| [[Gradient Boosting]] | [[PCA]] | DDPG | |
| [[Neural Networks]] | [[t-SNE]] | PPO | |
| [[LDA]] | TRPO | |
| ==Regression== | [[ICA]] | | |
| [[Linear Regression]] | [[UMAP]] | ==Value-Based Methods== | |
| [[Ridge Regression ]] | | Monte Carlo Methods | |
| [[Lasso Regression]] | ==Association== | Temporal Difference (TD) Learning | |
| [[SVR]] | Apriori Algorithm | | |
| [[Decision Tree Regression]] | Eclat Algorithm | | |
| [[Random Forest Regression]] | | | |
| [[Gradient Boosting Regression]] | | | |
| [[Neural Networks Regression]] | | | |