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funcnet's Introduction

funcnet

This is an educational project to get familiar with artificial neural networks and functional programming. Haskell Tool Stack is required to build and run the executables.

Run the project

There are different executables that can be run with:

stack run <exe-name> (e.g. stack run funcnet-exe)

funcnet's People

Contributors

sstegmueller avatar

Watchers

James Cloos avatar  avatar

funcnet's Issues

MNIST example

Add MNIST as example.
Reading data should not be in library.

Fix softmax derivative with using jacobian

To be able to use the jacobian every activation function derivative other than softmax has to return a diagonal matrix and the backrpopagation algorithm has to use matrix multiplication instead of hadamard product.

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