Alternatives and similar repositories for puncc:

Users that are interested in puncc are comparing it to the libraries listed below

• henrikbostrom / crepes
  Python package for conformal prediction
  ☆477Updated 4 months ago
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆143Updated 5 months ago
• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆91Updated this week
• zillow / quantile-forest
  Quantile Regression Forests compatible with scikit-learn.
  ☆222Updated 3 weeks ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆61Updated this week
• ml-stat-Sustech / TorchCP
  A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
  ☆332Updated this week
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆322Updated this week
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆200Updated last year
• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆137Updated 8 months ago
• aangelopoulos / ppi_py
  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
  ☆219Updated last month
• harrisp / GPyConform
  ☆47Updated 2 months ago
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆109Updated 3 weeks ago
• yromano / cqr
  Conformalized Quantile Regression
  ☆263Updated 2 years ago
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆154Updated last year
• tunguz / TabularBenchmarks
  ☆196Updated last week
• sktime / skpro
  A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
  ☆257Updated this week
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆72Updated last year
• scikit-learn-contrib / MAPIE
  A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.
  ☆1,337Updated this week
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆208Updated 3 weeks ago
• scikit-learn-contrib / qolmat
  A scikit-learn-compatible module for comparing imputation methods.
  ☆137Updated 3 months ago
• valeman / Awesome_CatBoost
  The repository to showcase the best framework for tabular data - the Awesome CatBoost
  ☆213Updated last month
• awslabs / fortuna
  A Library for Uncertainty Quantification.
  ☆897Updated last week
• ran-xie / boosted-conformal
  ☆37Updated last month
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆124Updated last year
• salimamoukou / acv00
  ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…
  ☆100Updated 2 years ago
• StatMixedML / LightGBMLSS
  An extension of LightGBM to probabilistic modelling
  ☆291Updated 8 months ago
• autogluon / tabrepo
  Compare and ensemble models without retraining
  ☆46Updated this week
• aangelopoulos / conformal-prediction
  Lightweight, useful implementation of conformal prediction on real data.
  ☆839Updated 10 months ago
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆160Updated 2 years ago
• aangelopoulos / conformal-time-series
  Conformal prediction for time-series applications.
  ☆107Updated last year