henrikbostrom / crepesLinks
Python package for conformal prediction
โ517Updated 2 months ago
Alternatives and similar repositories for crepes
Users that are interested in crepes are comparing it to the libraries listed below
Sorting:
- ๐ Puncc is a python library for predictive uncertainty quantification using conformal prediction.โ346Updated 3 months ago
- Python implementation of binary and multi-class Venn-ABERS calibrationโ189Updated 2 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.โ223Updated last year
- Quantile Regression Forests compatible with scikit-learn.โ241Updated this week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.โ1,454Updated this week
- Shapley Interactions and Shapley Values for Machine Learningโ611Updated this week
- ๐ Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecasterโ112Updated 4 months ago
- Practical Guide to Applied Conformal Prediction, published by Packtโ190Updated last week
- Repository for the explanation method Calibrated Explanations (CE)โ70Updated this week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.โ420Updated 2 weeks ago
- A Library for Uncertainty Quantification.โ920Updated 4 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoostโ264Updated 3 weeks ago
- โ49Updated 9 months ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in pythonโ279Updated last week
- Calculates various features from time series data. Python implementation of the R package tsfeatures.โ424Updated last year
- Forecasting with Gradient Boosted Time Series Decompositionโ196Updated 2 years ago
- An extension of LightGBM to probabilistic modellingโ330Updated last month
- Fast implementation of Venn-ABERS probabilistic predictorsโ75Updated last year
- A scikit-learn-compatible module for comparing imputation methods.โ138Updated 2 weeks ago
- Methods for online conformal prediction.โ115Updated 4 months ago
- Conformalized Quantile Regressionโ284Updated 3 years ago
- A python library to build Model Trees with Linear Models at the leaves.โ381Updated last year
- โ115Updated last year
- A Living Benchmark for Machine Learning on Tabular Dataโ121Updated this week
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Dataโ170Updated 3 weeks ago
- A power-full Shapley feature selection method.โ210Updated last year
- ๐ข๐๐ป ๐ฌ๐ผ๐๐ฟ ๐๐ฎ๐๐ฎ ๐ฆ๐ฐ๐ถ๐ฒ๐ป๐ฐ๐ฒ. Skore's open-source Python library accelerates ML model development with automated evaluation reโฆโ521Updated last week
- WarpGBM: High-Speed Gradient Boostingโ90Updated 2 months ago
- An extension of XGBoost to probabilistic modellingโ643Updated last month
- โ202Updated last week