ykwon0407 / WeightedSHAPLinks
WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
☆160Updated 2 years ago
Alternatives and similar repositories for WeightedSHAP
Users that are interested in WeightedSHAP are comparing it to the libraries listed below
Sorting:
- Fast implementation of Venn-ABERS probabilistic predictors☆74Updated last year
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆100Updated 2 years ago
- ☆199Updated 3 weeks ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆174Updated 2 years ago
- Repository for the explanation method Calibrated Explanations (CE)☆65Updated last week
- Train Gradient Boosting models that are both high-performance *and* Fair!☆105Updated 11 months ago
- A power-full Shapley feature selection method.☆208Updated last year
- Experiments on Tabular Data Models☆277Updated 2 years ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆163Updated 8 months ago
- A repo for transfer learning with deep tabular models☆103Updated 2 years ago
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- Missing data amputation and exploration functions for Python☆70Updated 2 years ago
- Probabilistic prediction with XGBoost.☆109Updated 2 months ago
- TimeSHAP explains Recurrent Neural Network predictions.☆175Updated last year
- AutoML for causal inference.☆221Updated 5 months ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆90Updated last year
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆85Updated 2 years ago
- Quantile Regression Forests compatible with scikit-learn.☆230Updated last month
- scikit-activeml: Python library for active learning on top of scikit-learn☆167Updated last week
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆110Updated last month
- Probabilistic Gradient Boosting Machines☆154Updated last year
- ☆51Updated 2 years ago
- A practical Active Learning python package with a strong focus on experiments.☆51Updated 2 years ago
- A Natural Language Interface to Explainable Boosting Machines☆67Updated 10 months ago
- A framework for prototyping and benchmarking imputation methods☆183Updated 2 years ago
- Python package for conformal prediction☆509Updated 2 months ago
- Public home of pycorels, the python binding to CORELS☆80Updated 4 years ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆219Updated last week
- Phi_K correlation analyzer library☆164Updated 4 months ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆81Updated 5 months ago