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Supervised learning | Unsupervised learning | Reinforcement learning | Deep Learning | ||||
---|---|---|---|---|---|---|---|
XGBoost | Clustering | Model Free RL-TRPO-PPO-A3C | CNN | ||||
Linear Regression | K-Means | PG | NN | ||||
Logistic Regression | Hierarchical clustering | Q-learning -DQN | RNN | ||||
SVM | Fuzzy C-Means | QR-DQN | LSTM | ||||
Desicion Trees | PCA | C51 | R-CNN | ||||
Random Forests | SVD | HER | GANS | ||||
LightGBM | ICA | Model Based RL | Faster-RCNN | ||||
KNN | Cyclic-GANS | ||||||
Also check this | https://www.google.com/search?q=scikit+learn+cheat+sheet&tbm=isch#imgrc=BxrGpsOIhhOFJM |
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