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Machine Learning Algorithms

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

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Machine learning algorithms.

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