donlapark / coverforestLinks
A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.
☆44Updated 2 months ago
Alternatives and similar repositories for coverforest
Users that are interested in coverforest are comparing it to the libraries listed below
Sorting:
- ☆115Updated last year
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆22Updated last year
- Repository for the explanation method Calibrated Explanations (CE)☆67Updated last month
- The Orange Book of Machine Learning☆45Updated 4 months ago
- Causal Impact but with MFLES and conformal prediction intervals☆33Updated 6 months ago
- Fast implementations of common forecasting routines☆40Updated this week
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆48Updated 3 years ago
- A framework for calibration measurement of binary probabilistic models☆28Updated last year
- Integrated tool for model development and validation☆31Updated last week
- ☆39Updated 6 months ago
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Updated 5 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆165Updated 10 months ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆19Updated last year
- ☆49Updated 7 months ago
- The best repo showing why bayesianism is a complete misnomer☆29Updated 2 months ago
- WarpGBM: High-Speed Gradient Boosting☆79Updated 2 weeks ago
- This repo houses my VN1 Forecasting Notebook for Phase One.☆18Updated 8 months ago
- A library for Time Series EDA (exploratory data analysis)☆69Updated 11 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆111Updated 2 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆217Updated last year
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆242Updated 2 weeks ago
- Resources for some of our education content☆42Updated 2 weeks ago
- Classfication metrics and post-hoc calibration☆29Updated 2 weeks ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated last year
- Forecast evaluation library☆85Updated last week
- Forecasting: Principles and Practice☆59Updated 3 years ago
- Python library for Applied Computational Supply Chain & Logistics. Unlock Neural Nets, Bayesian EOQ, Optimization, Time Series, and more …☆99Updated 2 months ago
- Toolkit to forge scikit-learn compatible estimators☆19Updated last week
- A Library for Conformal Hyperparameter Tuning☆30Updated last week
- Calibrated Random Forests☆40Updated 5 years ago