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Releases: appxpy/NNFS

NNFS - v1.1

13 Jun 07:24
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Stable release of NNFS library & Qt Paint tool!

This release includes the following features:

  • Enhanced preprocessing of MNIST dataset in tools/train.cpp
  • Paint written using Qt library, allowing to test trained model by yourself
  • Bug fixing & general improvements

made with ❤️ by @appxpy and @brazenoptimist

NNFS - v1.0

14 May 00:31
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Stable release of NNFS library

This release includes the following features:

  • Saving and loading models is now available!
  • Test coverage 88%
  • New logo on documentation website
  • Minor changes & bug fixes

made with ❤️ by @appxpy

NNFS - v1.0 - Pre-release

12 May 08:21
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Pre-release

First pre-release of the NNFS library.

This release includes the following features:

  • Dense layer
  • Activation layers (ReLU, Sigmoid, Tanh, Softmax)
  • Loss function (Categorical Cross Entropy)
  • Optimizer (SGD, RMSProp, Adagrad, Adam)
  • Metrics (Accuracy)
  • Neural network (Sequential)
  • Data loader (MNIST)
  • Example (MNIST classification)

made with ❤️ by @appxpy