Machine Learning Models
Machine Learning Models.mmap
97.8 kB
Supervised Learning
Regression
Linear Regression
Logistic Regression
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Polynomial Regression
Ridge/Lasso Regression
Classification
Naive Bayes
Decision Trees
Support Vector Machine (SVM)
k-nearest neighbors algorithm (K-NN)
Unsupervised Learning
Clustering
Associaton Rule Learning
Dimensionality Reduction
Reinforced Learning
Q-Learning
DQN
SARSA
Genetic Algorithm
A3C
Neural Networks & Deep Learning
Convolutional Neural Networks (CNN)
Recurrrent Neural Networks (RNN)
Generative Adversal Networks (GAN)
Autoencoders
Ensemble Learning
Stacking
Bagging (Random Forest)
Boosting
XGBoost
CatBoost
AdaBoost
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