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v0.1.0-alpha.0

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@masa-su masa-su released this 11 Apr 05:34
c5831a7

Updates

  • Add Maximum Mean Discrepancy (MMD). (#60)
  • Add the Wasserstein distance (WassersteinDistance). (#60)
  • Add inverse multi-quadratic radial basis function (RBF) kernel. (#60)
  • Remove the log_likelihood method. (#62)
  • Remove the NLL class. (#62)
  • Add LogProb and Prob instead of NLL. (#62)
  • Add log_prob and prob methods in Distribution API each of which performs as the instance of LogProb and Prob respectively. (#62)
  • Rename the LossExpectation class to Expectation. (#62)
  • Add the expectation method in Loss API as the instance of the Expectation class. (#62)
  • Rename the estimation method in Loss API to eval (followed by model.eval() on PyTorch). (#62)
  • Remove flow implementations for now. (#62)