mmschlk / shapiq
Shapley Interactions and Shapley Values for Machine Learning
β518Updated this week
Alternatives and similar repositories for shapiq
Users that are interested in shapiq are comparing it to the libraries listed below
Sorting:
- Python package for conformal predictionβ503Updated last month
- π Puncc is a python library for predictive uncertainty quantification using conformal prediction.β327Updated 4 months ago
- Practical Guide to Applied Conformal Prediction, published by Packtβ175Updated last week
- Python implementation of binary and multi-class Venn-ABERS calibrationβ157Updated 8 months ago
- ML models + benchmark for tabular data classification and regressionβ141Updated last month
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.β376Updated 3 weeks ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoostβ234Updated last month
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.β213Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.β1,381Updated this week
- Quantile Regression Forests compatible with scikit-learn.β228Updated 2 weeks ago
- π Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecasterβ110Updated 2 weeks ago
- Repository for the explanation method Calibrated Explanations (CE)β65Updated last week
- the scikit-learn sidekickβ438Updated this week
- Effector - a Python package for global and regional effect methodsβ99Updated last week
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Dataβ49Updated last week
- A Library for Uncertainty Quantification.β914Updated 3 weeks ago
- relplot: Utilities for measuring calibration and plotting reliability diagramsβ143Updated 11 months ago
- β478Updated 8 months ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfoβ¦β654Updated last week
- Experiments on Tabular Data Modelsβ277Updated last year
- β199Updated last week
- Compare and ensemble models without retrainingβ58Updated this week
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! π€β112Updated last week
- Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and disβ¦β218Updated 3 weeks ago
- TimeSHAP explains Recurrent Neural Network predictions.β174Updated last year
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregaβ¦β649Updated last year
- Lightweight, useful implementation of conformal prediction on real data.β879Updated last year
- All Relevant Feature Selectionβ134Updated last month
- Interpret text data using LLMs (scikit-learn compatible).β164Updated last month
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.β613Updated last year