Welcome to mlpractice’s documentation!

mlpractice

This is the package for practicing ML.

• linear_classifier
  • softmax
  • cross_entropy_loss
  • softmax_with_cross_entropy
  • l2_regularization
  • linear_softmax
  • LinearSoftmaxClassifier
• rnn_torch
  • make_tokens
  • make_token_to_id
  • CharRNNCell
  • train_rnn
• gradient_descent
  • GradientDescent
  • StochasticDescent
  • MomentumDescent
  • Adagrad
  • GradientDescentReg
  • StochasticDescentReg
  • MomentumDescentReg
  • AdagradReg
  • LinearRegression

Indices and tables

• Index

• Module Index

• Search Page