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
  ☆537Updated 2 weeks ago
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆224Updated last year
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆70Updated last week
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆191Updated 3 weeks ago
• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆114Updated 3 weeks ago
• ml-stat-Sustech / TorchCP
  A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
  ☆430Updated this week
• zillow / quantile-forest
  Quantile Regression Forests compatible with scikit-learn.
  ☆243Updated last week
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆619Updated this week
• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆170Updated 3 months ago
• rick12000 / confopt
  A Library for Conformal Hyperparameter Tuning
  ☆100Updated 3 weeks ago
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆192Updated last month
• tunguz / TabularBenchmarks
  ☆201Updated this week
• harrisp / GPyConform
  ☆49Updated 3 weeks ago
• sktime / skpro
  A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
  ☆283Updated last week
• scikit-learn-contrib / MAPIE
  A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
  ☆1,475Updated this week
• predict-idlab / crepes-weighted
  Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.
  ☆22Updated 8 months ago
• scikit-learn-contrib / qolmat
  A scikit-learn-compatible module for comparing imputation methods.
  ☆141Updated last month
• soda-inria / tabicl
  Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
  ☆202Updated last month
• tblume1992 / MFLES
  ☆115Updated last year
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆116Updated 5 months ago
• yromano / cqr
  Conformalized Quantile Regression
  ☆288Updated 3 years ago
• dholzmueller / pytabkit
  ML models + benchmark for tabular data classification and regression
  ☆282Updated 2 months ago
• autogluon / tabrepo
  A Living Benchmark for Machine Learning on Tabular Data
  ☆128Updated last week
• tblume1992 / ThymeBoost
  Forecasting with Gradient Boosted Time Series Decomposition
  ☆197Updated 2 years ago
• OliverHennhoefer / nonconform
  Conformal Anomaly Detection
  ☆51Updated this week
• StatMixedML / LightGBMLSS
  An extension of LightGBM to probabilistic modelling
  ☆339Updated 2 months ago
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆75Updated last year
• predict-idlab / powershap
  A power-full Shapley feature selection method.
  ☆211Updated 2 weeks ago
• 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
• getml / getml-community
  Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.
  ☆227Updated 5 months ago