A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.
☆44Aug 11, 2025Updated 7 months ago
Alternatives and similar repositories for coverforest
Users that are interested in coverforest are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Calibrated Random Forests☆40May 10, 2020Updated 5 years ago
- Interpretable, intuitive outlier detector intended for categorical and numeric data.☆12Jun 19, 2024Updated last year
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆116Oct 1, 2025Updated 5 months ago
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆20Jul 16, 2024Updated last year
- ☆43Sep 13, 2022Updated 3 years ago
- A python Library for Intermittent Demand Methods: Croston, SBA, SBJ, TSB, HES, LES and SES☆39Jan 31, 2024Updated 2 years ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆279Aug 15, 2025Updated 7 months ago
- Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)☆41Feb 25, 2025Updated last year
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆377Updated this week
- Conformal Anomaly Detection & Change-Point Detection☆57Updated this week
- A python tool to examine datasets for consistency. Performs approximately 150 tests. For EDA (Exploratory Data Analysis) and interpretabl…☆10Apr 4, 2024Updated last year
- ☆32Jan 28, 2019Updated 7 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆13Jul 2, 2024Updated last year
- The best repo showing why bayesianism is a complete misnomer☆31Sep 18, 2025Updated 6 months ago
- The Orange Book of Machine Learning☆56Mar 14, 2026Updated last week
- R package to compute distribution-free prediction bands using density estimators☆11Jul 26, 2021Updated 4 years ago
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Feb 6, 2025Updated last year
- Python library for Applied Computational Supply Chain & Logistics. Unlock Neural Nets, Bayesian EOQ, Optimization, Time Series, and more …☆105Jan 19, 2026Updated 2 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,185Mar 1, 2026Updated 3 weeks ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆195Mar 8, 2026Updated 2 weeks ago
- R package for Adaptive Conformal Inference☆17Jun 13, 2024Updated last year
- Using Temporal Fusion Transformer for Book sales forecasting use case. We use the model implementation available in Pytorch Forecasting l…☆23Apr 28, 2023Updated 2 years ago
- Charlson Comorbidity Index Regression using Clinical Notes☆10Jul 26, 2018Updated 7 years ago
- Boosting scorecards☆16Mar 8, 2026Updated 2 weeks ago
- Python package for conformal prediction☆558Oct 9, 2025Updated 5 months ago
- Nonlinear Granger causality using machine learning techniques☆22Sep 8, 2023Updated 2 years ago
- Multivariate GARCH Models☆17Aug 31, 2025Updated 6 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆75Mar 3, 2026Updated 2 weeks ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆844Feb 12, 2026Updated last month
- Forecasting with Hyper-Trees☆20Aug 8, 2025Updated 7 months ago
- An end-to-end tutorial to forecast the M5 dataset using feature engineering pipelines and gradient boosting.☆20Feb 5, 2023Updated 3 years ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆24Feb 18, 2025Updated last year
- Pre-trained word embeddings using the text of published clinical case reports.☆14Jan 22, 2020Updated 6 years ago
- fork of gitlab.com/bpaassen/five_clique. Solution to Matt Parker's 5-clique problem☆10Aug 4, 2022Updated 3 years ago
- Shapley Interactions and Shapley Values for Machine Learning☆702Updated this week
- Post-hoc calibration methods and metrics for classification☆55Mar 2, 2026Updated 3 weeks ago
- Scaling Population-Based Reinforcement Learning with GPU Accelerated Simulation☆13Nov 5, 2025Updated 4 months ago
- IPyHOP is a Re-entrant Iterative GTPyHOP written in Python 3. PyHOP is an acronym for Python Hierarchical Ordered Planner.☆11Aug 12, 2022Updated 3 years ago
- Efficient and easy to use fractional differentiation transformations for stationarizing time series data in Python.☆22Feb 10, 2023Updated 3 years ago