Skip to content

v1.3.0

Latest
Latest

Choose a tag to compare

View all tags
@eugeneberta eugeneberta released this 27 May 16:14
· 2 commits to main since this release
v1.3.0
8e8d190
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Verified
Learn about vigilant mode.

v1.3.0 by @eugeneberta:

  • Splitted calibrators.py into several subfiles and implemented many new calibrators,
    most of which are benchmarked and ranked in the CalArena leaderboard.
    Among others, added Binary histogram binning, Scaling-binning (from
    uncertainty-calibration), BBQ (from netcal), Beta calibration (from betacal), ENIR
    (from netcal), binary and multiclass Kernel calibration (using beta and dirichlet
    kernels from ece_kde), Spline calibration (from splinecalib), CDF-Spline calibration,
    Ensemble Temperature Scaling, tree based calibration with CatBoost, LightGBM and
    XGBoost.
  • Re-structured the base Calibrator class to differentiate
    _predict_proba_torch_impl from _predict_proba_impl.
  • Added Kuiper and Kolmogorov-Smirnov binary calibration metrics.
  • Deprecated python 3.9, added python 3.13 and 3.14 support.

What's Changed

Contributors

eugeneberta
Assets 2
Loading