This is a repository of select machine learning algorithms. Written in Python and Matlab, with frameworks including Keras, Tensorflow, and PyTorch.

Algorithms so far:

• Logistic regression
• Batch and stochastic gradient descent
• Descent using Newton's method/direction
• Conjugate gradient (iterative version)
• Backtracking line search
• K-means clustering
• Principal component analysis
• A CNN model
• A multilayer perceptron
• Create word embeddings
• MNIST training with MLP
• A recurrent + CNN model classifying text