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description	recognize handwritten digits with a neural network, with NumPy
owner	Martin Pitt
last change	Sun, 30 Aug 2020 09:40:28 +0000 (11:40 +0200)

2020-08-30	Martin Pitt	Add reLU layer implementation master	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Use linearly falling learning rate	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Simplify code	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Tweak network structure	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Process many images in parallel	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Add backpropagation batching	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Add backpropagation and first round of learning	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Move forward feeding to sigmoid	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Initial Neural network with forward feeding	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Rearange image vector	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Read MNIST db into numpy arrays, display	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	Add script to download MNIST digit database	commit \| commitdiff \| tree \| snapshot
2020-08-30	Martin Pitt	README.md: First steps and resources	commit \| commitdiff \| tree \| snapshot

4 years ago

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recognize handwritten digits with a neural network, with NumPy