rick12000 / confoptLinks
A Library for Conformal Hyperparameter Tuning
☆104Updated last month
Alternatives and similar repositories for confopt
Users that are interested in confopt are comparing it to the libraries listed below
Sorting:
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Updated 3 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆191Updated 3 months ago
- ☆115Updated last year
- Repository for the explanation method Calibrated Explanations (CE)☆71Updated 2 weeks ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆227Updated 2 years ago
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆44Updated 5 months ago
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Updated 11 months ago
- Integrated tool for model development and validation☆33Updated 2 months ago
- WarpGBM: High-Speed Gradient Boosting☆93Updated 2 months ago
- ☆50Updated 3 months ago
- Quantile Regression Forests compatible with scikit-learn.☆251Updated 2 weeks ago
- A framework for calibration measurement of binary probabilistic models☆29Updated last year
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆366Updated this week
- Conformal Anomaly Detection☆53Updated last month
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆280Updated 5 months ago
- Forecast evaluation library☆138Updated this week
- Python package for conformal prediction☆552Updated 3 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆23Updated 11 months ago
- ☆41Updated last year
- Methods for online conformal prediction.☆117Updated 8 months ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆18Updated last year
- Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…☆24Updated 7 months ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆61Updated 2 years ago
- Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.☆231Updated 2 months ago
- The Orange Book of Machine Learning☆56Updated 4 months ago
- Helper functions to plot, evaluate, preprocess and engineer features for forecasting☆96Updated last month
- Python library for Applied Computational Supply Chain & Logistics. Unlock Neural Nets, Bayesian EOQ, Optimization, Time Series, and more …☆105Updated last month
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆50Updated 3 years ago
- tsbootstrap: generate bootstrapped time series samples in Python☆88Updated 6 months ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆195Updated 2 months ago