henrikbostrom / crepesLinks
Python package for conformal prediction
β552Updated 3 months ago
Alternatives and similar repositories for crepes
Users that are interested in crepes are comparing it to the libraries listed below
Sorting:
- π Puncc is a python library for predictive uncertainty quantification using conformal prediction.β368Updated this week
- Python implementation of binary and multi-class Venn-ABERS calibrationβ191Updated 3 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.β227Updated 2 years ago
- Shapley Interactions and Shapley Values for Machine Learningβ673Updated 2 weeks ago
- Quantile Regression Forests compatible with scikit-learn.β251Updated last week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.β1,506Updated this week
- π Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecasterβ116Updated 3 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.β443Updated 2 months ago
- Repository for the explanation method Calibrated Explanations (CE)β72Updated this week
- A Library for Conformal Hyperparameter Tuningβ104Updated 2 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoostβ280Updated 5 months ago
- A Library for Uncertainty Quantification.β924Updated 9 months ago
- Practical Guide to Applied Conformal Prediction, published by Packtβ195Updated 2 months ago
- β50Updated 3 months ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Dataβ301Updated last month
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in pythonβ298Updated this week
- β203Updated 3 months ago
- Probabilistic Hierarchical forecasting π with statistical and econometric methods.β726Updated last week
- Forecasting with Gradient Boosted Time Series Decompositionβ197Updated 2 weeks ago
- Fast implementation of Venn-ABERS probabilistic predictorsβ75Updated last year
- An extension of LightGBM to probabilistic modellingβ357Updated last month
- ML models + benchmark for tabular data classification and regressionβ318Updated 2 weeks ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAMβ61Updated 2 years ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.β439Updated last year
- A scikit-learn-compatible module for comparing imputation methods.β139Updated 3 weeks ago
- A python library to build Model Trees with Linear Models at the leaves.β387Updated last year
- Methods for online conformal prediction.β117Updated 8 months ago
- β115Updated last year
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregaβ¦β678Updated last year
- A Living Benchmark for Machine Learning on Tabular Dataβ176Updated this week