Alternatives and similar repositories for ConformalPredictionTutorial

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

• valeman / Multi-class-probabilistic-classification
  Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
  ☆48Updated 3 years ago
• salimamoukou / ACPI
  Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…
  ☆29Updated 2 years ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆67Updated last month
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆74Updated 8 months ago
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆73Updated last year
• AlxndrMlk / causality
  Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
  ☆140Updated 11 months ago
• OliverHennhoefer / unquad
  Conformal Anomaly Detection
  ☆48Updated this week
• harrisp / GPyConform
  ☆49Updated 7 months ago
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆165Updated 10 months ago
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆114Updated 2 months ago
• AlaaLab / conformal-metalearners
  [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
  ☆44Updated last year
• nmdwolf / ValidPredictionIntervals
  Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"
  ☆19Updated 2 years ago
• lavinei / pybats
  Bayesian time series forecasting and decision analysis
  ☆116Updated 2 years ago
• se-jaeger / conformal-data-cleaning
  Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…
  ☆22Updated last year
• ran-xie / boosted-conformal
  ☆39Updated 6 months ago
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆181Updated 2 months ago
• AlgoTrading101 / Conformal-Prediction-MAPIE-Algotrading101
  Conformal Prediction - A Practical Guide with MAPIE
  ☆17Updated last year
• mzaffran / AdaptiveConformalPredictionsTimeSeries
  ☆63Updated 3 years ago
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆217Updated last year
• jv-rv / split-conformal-nonexchangeable
  ☆14Updated 10 months ago
• aangelopoulos / conformal-time-series
  Conformal prediction for time-series applications.
  ☆116Updated last year
• ostojanovic / causalML
  ☆33Updated 10 months ago
• AlxndrMlk / talks-and-workshops
  Materials for conference talks and workshops
  ☆31Updated this week
• hamrel-cxu / EnbPI
  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…
  ☆120Updated last year
• pyladiesams / conformal-prediction-jan2024
  An introduction to conformal prediction
  ☆27Updated last year
• predict-idlab / cct-cmc
  Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner
  ☆16Updated last month
• seedatnabeel / SSCP
  SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)
  ☆17Updated 2 years ago
• chritoth / active-bayesian-causal-inference
  Active Bayesian Causal Inference (Neurips'22)
  ☆58Updated 11 months ago
• vincentblot28 / conformalized_gp
  ☆48Updated 6 months ago
• EtashGuha / R2CCP
  ☆22Updated last year