Machine Learning

Here are some toy implementations of various machine learning models I’ve coded up:

Neural Networks
Linear regression (vectorized)
Logistic regression (vectorized)
Fully connected neural network (monolithic vectorized) (modular 1d, modular vectorized)
Recurrent neural network (vectorized)

	Generative	Discriminative
IID	Naive Bayes	Logistic regression (vectorized)
Sequential	Hidden markov model	Conditional random field