henrikbostrom / crepes
Python package for conformal prediction
β483Updated 6 months ago
Alternatives and similar repositories for crepes:
Users that are interested in crepes are comparing it to the libraries listed below
- Python implementation of binary and multi-class Venn-ABERS calibrationβ147Updated 6 months ago
- π Puncc is a python library for predictive uncertainty quantification using conformal prediction.β315Updated 2 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.β204Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.β1,350Updated this week
- Shapley Interactions and Shapley Values for Machine Learningβ480Updated this week
- Practical Guide to Applied Conformal Prediction, published by Packtβ161Updated last year
- Quantile Regression Forests compatible with scikit-learn.β227Updated this week
- π Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecasterβ104Updated last week
- A Library for Uncertainty Quantification.β905Updated this week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.β354Updated last month
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregaβ¦β646Updated 11 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoostβ227Updated 2 months ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in pythonβ260Updated last week
- Repository for the explanation method Calibrated Explanations (CE)β64Updated 2 weeks ago
- An extension of LightGBM to probabilistic modellingβ295Updated 9 months ago
- Methods for online conformal prediction.β109Updated last month
- Fast implementation of Venn-ABERS probabilistic predictorsβ72Updated last year
- β115Updated last year
- β48Updated 3 months ago
- Frouros: an open-source Python library for drift detection in machine learning systems.β210Updated last month
- Conformalized Quantile Regressionβ264Updated 2 years ago
- Forecasting with Gradient Boosted Time Series Decompositionβ193Updated last year
- β198Updated 3 weeks ago
- A power-full Shapley feature selection method.β203Updated 10 months ago
- All Relevant Feature Selectionβ131Updated last month
- Calculates various features from time series data. Python implementation of the R package tsfeatures.β396Updated 10 months ago
- Lightweight, useful implementation of conformal prediction on real data.β860Updated 11 months ago
- Probabilistic Hierarchical forecasting π with statistical and econometric methods.β633Updated this week
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfoβ¦β642Updated this week
- Python implementation of the conformal prediction framework.β455Updated 4 years ago