Alternatives and similar repositories for ConformalPredictionTutorial

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

• 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
• valeman / Multi-class-probabilistic-classification
  Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
  ☆48Updated 3 years ago
• OliverHennhoefer / nonconform
  Conformal Anomaly Detection
  ☆48Updated last week
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆74Updated last year
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆69Updated this week
• ran-xie / boosted-conformal
  ☆39Updated 7 months ago
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆187Updated 3 months ago
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆169Updated last month
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆75Updated 9 months ago
• AlgoTrading101 / Conformal-Prediction-MAPIE-Algotrading101
  Conformal Prediction - A Practical Guide with MAPIE
  ☆17Updated last year
• AlxndrMlk / causality
  Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
  ☆143Updated 3 weeks ago
• harrisp / GPyConform
  ☆49Updated 8 months ago
• vincentblot28 / conformalized_gp
  ☆48Updated 7 months ago
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆221Updated last year
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆114Updated 3 months ago
• AlaaLab / conformal-metalearners
  [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
  ☆44Updated last year
• rabia174 / ConformaSight
  Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.
  ☆26Updated 6 months ago
• lavinei / pybats
  Bayesian time series forecasting and decision analysis
  ☆117Updated 2 years ago
• zillow / quantile-forest
  Quantile Regression Forests compatible with scikit-learn.
  ☆236Updated last week
• WojtekFulmyk / mlcausality-krr-paper-replication
  Replication code for the paper "Nonlinear Granger Causality using Kernel Ridge Regression" that introduces and highlights the usage of ml…
  ☆23Updated last year
• yromano / cqr
  Conformalized Quantile Regression
  ☆284Updated 3 years ago
• mzaffran / ConformalPredictionMissingValues
  ☆10Updated 2 years ago
• predict-idlab / cct-cmc
  Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner
  ☆16Updated 3 months ago
• mzaffran / AdaptiveConformalPredictionsTimeSeries
  ☆64Updated 3 years ago
• hamrel-cxu / EnbPI
  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…
  ☆120Updated last year
• tblume1992 / MFLES
  ☆115Updated last year
• xRiskLab / pearsonify
  Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…
  ☆20Updated 2 months ago
• pharmbio / plot_utils
  Repo that groups utility functions for e.g. plotting of Conformal prediction metrics
  ☆16Updated last year
• aangelopoulos / conformal-time-series
  Conformal prediction for time-series applications.
  ☆118Updated last year
• dobriban / Topics-In-Modern-Statistical-Learning
  Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…
  ☆174Updated last year