Code store for custom implementation of some machine learning algorithms from scratch.
Algorithms covered:
-
Linear regression with lasso, ridge and elastic net regularization
-
Logistic regression with lasso, ridge and elastic net regularization
-
Feedforward neural network with back propagation
-
Tensorflow implementation of Factorization machine for both regression and classification