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Expanded routines #3

Merged
merged 11 commits into from
Nov 19, 2020
Merged

Expanded routines #3

merged 11 commits into from
Nov 19, 2020

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jannisborn
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@jannisborn jannisborn commented Nov 18, 2020 •
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Few new features added, mostly:

  • Model evaluation script (eval_tox.py) that saves predictions, aleatoric and epistemic confidences and attention scores to disk
  • Routines for model finetuning. A script finetune_tox.py restores a pretrained model, freezes a flexible number of layers and adds a flexible number of fresh dense layers.
  • some fixes in existing code (typing, better reporting, docstring)

@jannisborn jannisborn marked this pull request as draft November 18, 2020 19:26
@jannisborn jannisborn added the enhancement New feature or request label Nov 18, 2020
@jannisborn jannisborn marked this pull request as ready for review November 19, 2020 08:21
@jannisborn jannisborn merged commit f0cf88a into master Nov 19, 2020
@jannisborn jannisborn deleted the dev branch November 19, 2020 08:56
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