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Releases: qdm097/MNIST-CNN

Functional Nesterov and Standard Momentum

24 May 19:54
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Apparently the project implemented these two wrongly. The formula used for momentum was incorrect, and Nesterov was only being applied to forward propagation, rather than both it and backprop.

Fixes

23 May 19:05
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Convolution layers were using their gradients as errors for some reason. This oversight has been fixed.

Complete Overhaul

23 May 03:08
b329a56
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Reworked everything. The only missing feature here is automatic detection of validity of layer stacking (convolution and pooling layers require square input arrays).

Greyscaled

19 May 01:35
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Changed image display from black and white to greyscale

Full Release

30 Apr 13:11
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Fixed some bugs introduced by assembling the project from an older version in 1.01. Made files apart of the project instead of local.

Assembled

30 Apr 00:18
e5e94b9
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I only just learned enough GIT to publish this project fully (assembled), which is why this release exists.

Full release

10 Jan 19:06
5a1c1ec
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The project is fully functioning, though it is not perfectly clean and only partially documented.