donlapark / coverforestLinks
A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.
☆44Updated 5 months ago
Alternatives and similar repositories for coverforest
Users that are interested in coverforest are comparing it to the libraries listed below
Sorting:
- The Orange Book of Machine Learning☆56Updated 5 months ago
- ☆115Updated last year
- A Library for Conformal Hyperparameter Tuning☆104Updated 2 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆74Updated this week
- A framework for calibration measurement of binary probabilistic models☆29Updated last year
- Causal Impact but with MFLES and conformal prediction intervals☆33Updated last year
- WarpGBM: High-Speed Gradient Boosting☆93Updated 2 months ago
- ☆41Updated last year
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆24Updated last year
- Python implementation of binary and multi-class Venn-ABERS calibration☆192Updated last week
- Integrated tool for model development and validation☆33Updated 3 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Updated 4 months ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆50Updated 3 years ago
- Python library for Applied Computational Supply Chain & Logistics. Unlock Neural Nets, Bayesian EOQ, Optimization, Time Series, and more …☆105Updated 3 weeks ago
- ☆25Updated last month
- The best repo showing why bayesianism is a complete misnomer☆31Updated 4 months ago
- Resources for some of our education content☆48Updated 5 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆228Updated 2 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated last year
- Fast implementations of common forecasting routines☆43Updated 3 weeks ago
- Toolkit to forge scikit-learn compatible estimators☆19Updated last week
- Forecasting: Principles and Practice☆60Updated 4 years ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆281Updated 5 months ago
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Updated last year
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆17Updated 2 years ago
- This repo houses my VN1 Forecasting Notebook for Phase One.☆19Updated last year
- Calibrated Random Forests☆40Updated 5 years ago
- A library for Time Series EDA (exploratory data analysis)☆72Updated last year
- Tools to Transform a Time Series into Features and Target a.k.a Supervised Learning☆108Updated 2 years ago
- Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.☆232Updated 3 months ago