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Releases: Swift-AI/NeuralNet

Deep learning + minibatch training

24 Apr 22:39

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Pre-release

The NeuralNet package has been completely rewritten from the ground up!

We're excited to announce many new features, including:

  • Deep learning support: build your networks with an arbitrary number of layers
  • Minibatch inference/training: execute your net on grouped data of any size you wish
  • Performance: HUGE performance gains, especially with minibatch training. Some test have seen a 50x speed improvement
  • Improved API

Independent activations

11 Apr 02:50

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Pre-release

Activation functions may now be set for hidden and output layers independently.

Add public initializers

06 Apr 04:52

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Pre-release
0.1.1

Public initializers for Config and Dataset

SwiftPM test

06 Apr 04:29

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SwiftPM test Pre-release
Pre-release
0.1.0

Migrate neural net from main repo