ptocca / VennABERS
Fast implementation of Venn-ABERS probabilistic predictors
☆72Updated last year
Alternatives and similar repositories for VennABERS:
Users that are interested in VennABERS are comparing it to the libraries listed below
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆44Updated 2 years ago
- Repository for the explanation method Calibrated Explanations (CE)☆64Updated last week
- Conformal Anomaly Detection☆44Updated this week
- A Library for Conformal Hyperparameter Tuning☆29Updated this week
- Python implementation of binary and multi-class Venn-ABERS calibration☆145Updated 6 months ago
- ☆37Updated 2 months ago
- Advanced random forest methods in Python☆57Updated last year
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆27Updated last year
- A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and …☆63Updated 3 years ago
- Global, derivative-free optimization for hyperparameter tuning☆42Updated 2 years ago
- ☆48Updated 3 months ago
- ☆20Updated 10 months ago
- Bringing back uncertainty to machine learning.☆51Updated 9 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆21Updated 3 weeks ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- Probabilistic prediction with XGBoost.☆106Updated 3 weeks ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆100Updated this week
- Quantile Regression Forests compatible with scikit-learn.☆226Updated last week
- ☆46Updated last month
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆16Updated last year
- Methods for online conformal prediction.☆109Updated last month
- Distributional Gradient Boosting Machines☆27Updated 2 years ago
- Feature selection package based on SHAP and target permutation, for pandas and Spark☆30Updated 3 years ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆80Updated 2 years ago
- Bayesian time series forecasting and decision analysis☆116Updated last year
- ☆197Updated last week
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆19Updated 11 months ago
- Python implementation of adversarial random forests for density estimation and generative modelling☆26Updated 11 months ago