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Releases: InCogNiTo124/recursive-sgd

Ease of usage version

10 Feb 17:59
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Ease of usage version Pre-release
Pre-release

Ton of new features:

  • CrossEntropy loss
  • Model saving and loading
  • CLI model defining and training
  • CSV dataset loading
  • Actual documentation
  • pip deployment

I skipped 0.4 to fight bugs on test.pypi and ordinary pypi

Lowkey usable version

07 Sep 11:09
a2e77bf
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Lowkey usable version Pre-release
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In this release, several useful features were added such as ReLU activation and batch shuffling

Mathematically correct release

05 Sep 23:54
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Fix of math bugs, after discovering error in convergence. The bugs were discovered almost by accident, but were sucessfully anihilated with the help of two separate ML blogs.

First working release

29 Aug 20:14
0c0d078
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First release which converges sucessfully.

Activation functions:

  • Sigmoid
  • TODO:
    • ReLU, Tanh, ...

Loss functions:

  • Mean Squared Error
  • TODO:
    • Cross Entropy