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Releases: tilman151/ae_bakeoff

Bugfix for Anomaly Detection

23 Mar 16:41
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I am a dummy and forgot a power of two in the calculation of the anomaly score. This resulted in invalid scores. I now use BCE as a score to be consistent with training.

Blog update will follow.

Add MNIST Alternatives

03 Mar 13:26
bf1cd25
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This release adds the MNIST alternatives Fashion-MNIST (FMNIST) and Kuzushiji-MNIST (KMNIST) as additional datasets. They are usable via the new CLI argument --dataset. The logs directory now has a sub-directory for each dataset.

The training time of each autoencoder is now recorded and rendered as a markdown table.

All changes are reflected in the results.

Initial Release for Blog Post

28 Jan 16:06
3c1829c
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v1.0

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