Changes between December, 19th and December, 25th
Took some time off for Christmas. π
What's Changed
Empirical Study βοΈ
- Add accuracy for rev lr on test set π by @KarelZe in #89
- Add compliance to
pdf/A-2B
π by @KarelZe in #90 - Removal of
TabNet
β by @KarelZe in #91 - Improve gpu utilization π by @KarelZe in #87
Writing π
Outlook π§ͺ
- Will take some time off until New Year's Eve. π§ββοΈ
- Continue pre-writing of supervised approaches i. e., transformers, ordered boosting, and #88.
- Finalize feature sets. Make sure to add enconomic intuition, remove redundancies and transformations. Include feedback from discussions with @CaroGrau and @pheusel.
- Continue work on #85 . Necessary to get insights on feature definitions. Branch will include attention activation and SHAP.
- Continue work on #93. Having a common,
sklearn
-like interface is necessary for further aspects of training and evaluation like calculating SHAP values, creating learning curves, or simplify hyperparameter tuning etc. - Try out
SLURM
to train models overnight or for longer periods than 4 hours. Jobs can run longer for up to 48 hours.
Full Changelog: v0.2.6...v0.2.7