 Lenoctambule
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82acc6b4f3
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feat: NoiseLayer class + keep loss across trainings
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2026-04-12 20:31:31 +02:00 |
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Lenoctambule
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a4334568ec
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refactor: separate gradient back and weight updates
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2026-04-12 19:40:04 +02:00 |
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Lenoctambule
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d23f3a903a
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build: update package version 1.1 => 1.2
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2026-04-10 22:26:42 +02:00 |
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Lenoctambule
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475ca0cf6f
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Merge pull request #2 from lenoctambule/dev
Refactor of plotting and kb interrupt logic
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2026-04-10 22:24:10 +02:00 |
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Lenoctambule
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7a822782a5
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refactor: move kb interrupt handling to autoencoder classes
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2026-04-10 22:20:35 +02:00 |
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Lenoctambule
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5ff6cfe55e
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feat(plotters.py): add VAEPlotter class + seperate training logic
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2026-04-10 20:37:03 +02:00 |
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Lenoctambule
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849d988de5
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feat(autoencoder.py): __str__ method for VariationalAutoencoder class
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2026-04-10 15:00:04 +02:00 |
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Lenoctambule
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d4679712a6
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docs: fix typo in README.md
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2026-04-10 14:33:25 +02:00 |
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Lenoctambule
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ea8a4079ac
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refactor: move plot logic to plotters.py
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2026-04-09 22:47:22 +02:00 |
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Lenoctambule
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9d718a6bc8
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docs: readme full url to media
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2026-04-09 19:55:50 +02:00 |
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Lenoctambule
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5e83983d96
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Merge pull request #1 from lenoctambule/dev
Bug fixes and README improvements
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2026-04-09 19:25:21 +02:00 |
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Lenoctambule
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9b42e9db85
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build: update package version 1.0 => 1.1
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2026-04-09 19:23:25 +02:00 |
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Lenoctambule
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0b46028702
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docs: illustration of MNIST latent-space representation
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2026-04-09 19:21:13 +02:00 |
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Lenoctambule
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b4963513cc
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fix: unneeded func params
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2026-04-09 19:19:59 +02:00 |
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Lenoctambule
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075382cfb0
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fix(mnist_test.py): subplot invalid ncols
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2026-04-09 18:43:27 +02:00 |
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Lenoctambule
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15865812d8
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refactor(autoencoder.py): __init__ code de-dup
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2026-04-09 18:31:32 +02:00 |
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Lenoctambule
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058b7a0f2a
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docs: update readme.md w/ remote install
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2026-04-08 19:08:16 +02:00 |
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Lenoctambule
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d048ddc6db
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feat: packaging, project structure + updated README.md
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2026-04-08 18:58:32 +02:00 |
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Lenoctambule
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e9c79f463f
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fix: missing args in np.clip
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2026-04-08 14:49:56 +02:00 |
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Lenoctambule
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510ad8720c
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feat: plot 2d latent space + signal handling + fix SGD in Sampler
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2026-04-07 22:25:39 +02:00 |
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Lenoctambule
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3440de851a
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fix: dup load method
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2026-04-05 08:41:17 +02:00 |
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Lenoctambule
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82d61dd10f
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fix: bad type hint and typo for forward method return value
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2026-04-05 01:44:10 +02:00 |
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Lenoctambule
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5a8fb2c48b
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feat: working implementation of VAE
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2026-04-05 01:17:51 +02:00 |
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Lenoctambule
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577e679425
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feat: VariationalAutoencoder class + sampling nn layer
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2026-04-01 22:32:35 +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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