slonic

Machine learning algorithms in Scala done for educational purposes.

Done so far

• Linear regression
  • Closed-form solution
  • Gradient descent (vectorized solution)
  • Gradient descent (non-vectorized solution)
  • Stochastic gradient descent
• Logistic regression
• Perceptron
• Multilayer perceptron (MLP)

TODO:

• RNN
• Convolutional Neural Networks