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README.md 2024-05-15 818 Bytes
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v0.12.0 source code.tar.gz 2024-05-15 3.2 MB
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BetaML v0.12.0

Diff since v0.11.4

  • Added FeatureRanker, a flexible feature ranking estimator using multiple feature importance metrics
  • new functions kl_divergence and sobol_index
  • added option to tree-based models to ignore specific variables in prediction, by following both the splits on nodes occurring on that dimensions, as the keyword ignore_dims to the predict function
  • added option sampling_share to RandomForestEstimator model
  • DOC: added Benchmarks (but then temporarily removed due to the issue of SystemBenchmark not installable, see this issue )
  • DOC: added FeatureRanker tutorial
  • bugfix on l2loss_by_cv for unsupervised models
Source: README.md, updated 2024-05-15