Lenoctambule
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e6b508f739
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feat: sampling layer w/ forward method + abstract autoencoder
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2026-03-31 19:10:06 +02:00 |
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Lenoctambule
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cc74b62afd
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feat: identity activation func
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2026-03-30 05:14:02 +02:00 |
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Lenoctambule
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a93bb0a692
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feat: error handling and re-train in mnist_test
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2026-03-29 21:12:19 +02:00 |
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Lenoctambule
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8a3d408b7a
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docs(README.md): update Autoencoder class usage
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2026-03-29 19:25:42 +02:00 |
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Lenoctambule
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53c7f73055
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feat: ActivationFunc classes ReLU and LeakyReLU
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2026-03-29 19:20:05 +02:00 |
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Lenoctambule
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44bf4c0286
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feat: str methods for Autoencoder
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2026-03-29 09:41:33 +02:00 |
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Lenoctambule
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7aabc5db48
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feat: leaky relu func
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2026-03-29 09:19:15 +02:00 |
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Lenoctambule
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09835e9afa
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fix: missing activation func derivative + send error before update
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2026-03-29 08:23:15 +02:00 |
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Lenoctambule
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efd328e530
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feat: save and load methods for Autoencoder
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2026-03-28 17:50:27 +01:00 |
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Lenoctambule
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6155649655
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feat: loss method + mv data reshaping out of Autoencoder class
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2026-03-28 02:40:10 +01:00 |
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Lenoctambule
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e5520bf050
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feat: use DeepNNLayer in Autoencoder
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2026-03-28 02:09:47 +01:00 |
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Lenoctambule
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a50a09b337
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feat: DeepNNLayer class
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2026-03-28 02:09:47 +01:00 |
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Lenoctambule
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6bd230c070
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licensing: MIT
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2026-03-27 23:52:05 +01:00 |
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Lenoctambule
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eee37c8496
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refactor: code de-dup
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2026-03-27 23:15:13 +01:00 |
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Lenoctambule
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c37d1c9c26
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refactor: use tqdm instead of custom load bar
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2026-03-27 22:16:17 +01:00 |
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Lenoctambule
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32e27b4b62
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feat: custom load_mnist function and rm useless dependency
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2026-03-27 21:54:17 +01:00 |
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Lenoctambule
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fa2bfe4ef5
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feat: README.md w/ usage, training and inference instructions
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2026-03-27 09:05:01 +01:00 |
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Lenoctambule
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e787825ae2
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fix: swapped substraction for error calc
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2026-03-27 07:59:46 +01:00 |
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Lenoctambule
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36ffe1f3d6
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feat: re-enable loss plot
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2026-03-27 07:40:55 +01:00 |
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Lenoctambule
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3301588f72
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fix: bad cmp for patience in train_dataset method
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2026-03-27 07:34:04 +01:00 |
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Lenoctambule
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9859863ec9
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feat: move train over dataset logic to Autoencoder class
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2026-03-27 07:07:41 +01:00 |
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Lenoctambule
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af9a0c70b2
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feat: handle args for mnist test
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2026-03-27 06:06:32 +01:00 |
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Lenoctambule
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44a55c1871
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fix: missing patience reset
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2026-03-27 05:23:09 +01:00 |
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Lenoctambule
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1e8a27ddaa
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feat: add bias to nn parameters
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2026-03-27 04:35:22 +01:00 |
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Lenoctambule
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439a11a828
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feat: mnist test
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2026-03-27 04:22:49 +01:00 |
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Lenoctambule
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69607d89c2
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init: first draft of autoencoder
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2026-03-27 04:15:00 +01:00 |
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