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
  ☆552Updated 3 months ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆72Updated this week
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆191Updated this week
• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆116Updated 4 months ago
• ml-stat-Sustech / TorchCP
  A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
  ☆443Updated 3 months ago
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆227Updated 2 years ago
• zillow / quantile-forest
  Quantile Regression Forests compatible with scikit-learn.
  ☆252Updated last week
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆673Updated 3 weeks ago
• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆180Updated 2 months ago
• rick12000 / confopt
  A Library for Conformal Hyperparameter Tuning
  ☆104Updated 2 months ago
• scikit-learn-contrib / MAPIE
  A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
  ☆1,509Updated this week
• dholzmueller / pytabkit
  ML models + benchmark for tabular data classification and regression
  ☆322Updated 3 weeks ago
• soda-inria / carte
  Repository for CARTE: Context-Aware Representation of Table Entries
  ☆164Updated 5 months ago
• autogluon / tabarena
  A Living Benchmark for Machine Learning on Tabular Data
  ☆179Updated this week
• predict-idlab / crepes-weighted
  Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.
  ☆23Updated 11 months ago
• soda-inria / tabicl
  Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
  ☆305Updated 2 months ago
• StatMixedML / LightGBMLSS
  An extension of LightGBM to probabilistic modelling
  ☆358Updated last month
• harrisp / GPyConform
  ☆50Updated 4 months ago
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆117Updated 9 months ago
• scikit-learn-contrib / qolmat
  A scikit-learn-compatible module for comparing imputation methods.
  ☆139Updated last month
• yromano / cqr
  Conformalized Quantile Regression
  ☆302Updated 3 years ago
• awslabs / fortuna
  A Library for Uncertainty Quantification.
  ☆923Updated 9 months ago
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆195Updated 2 months ago
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆75Updated last year
• aangelopoulos / ppi_py
  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
  ☆272Updated 4 months ago
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆247Updated this week
• 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…
  ☆102Updated 3 years ago
• tblume1992 / MFLES
  ☆115Updated last year
• LeoGrin / tabular-benchmark
  ☆503Updated last year
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆159Updated 3 years ago