Alternatives and similar repositories for conformal-predictions-from-scratch

Users that are interested in conformal-predictions-from-scratch are comparing it to the libraries listed below

• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆191Updated this week
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆192Updated last month
• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆114Updated this week
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆70Updated last week
• valeman / Awesome_CatBoost
  The repository to showcase the best framework for tabular data - the Awesome CatBoost
  ☆264Updated last month
• henrikbostrom / crepes
  Python package for conformal prediction
  ☆519Updated 3 months ago
• deel-ai / puncc
  👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
  ☆348Updated 3 months ago
• rick12000 / confopt
  A Library for Conformal Hyperparameter Tuning
  ☆36Updated this week
• harrisp / GPyConform
  ☆49Updated last week
• zillow / quantile-forest
  Quantile Regression Forests compatible with scikit-learn.
  ☆242Updated 2 weeks ago
• MichelLutz1994 / Conformal_Prediction
  This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…
  ☆19Updated last year
• ml-stat-Sustech / TorchCP
  A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
  ☆424Updated last month
• predict-idlab / crepes-weighted
  Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.
  ☆22Updated 7 months ago
• Nixtla / fpp3-python
  Forecasting: principles and practice in python
  ☆188Updated 2 years ago
• AlxndrMlk / causality
  Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
  ☆152Updated 2 weeks ago
• tblume1992 / MFLES
  ☆115Updated last year
• rabia174 / ConformaSight
  Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.
  ☆26Updated 8 months ago
• valeman / calibration_is_what_you_need
  ☆27Updated last month
• valeman / Multi-class-probabilistic-classification
  Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
  ☆49Updated 3 years ago
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆116Updated 5 months ago
• ran-xie / boosted-conformal
  ☆40Updated 9 months ago
• OliverHennhoefer / nonconform
  Conformal Anomaly Detection
  ☆49Updated 3 weeks ago
• modeva-ai / Modeva
  Integrated tool for model development and validation
  ☆31Updated 2 weeks ago
• jefferythewind / warpgbm
  WarpGBM: High-Speed Gradient Boosting
  ☆90Updated last week
• valeman / smote_is_what_you_dont_need
  The best repository showing why SMOTE and resampling methods might not be the answer for imbalanced data problems
  ☆52Updated last month
• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆169Updated 3 months ago
• donlapark / coverforest
  A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.
  ☆45Updated last month
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆75Updated last year
• Carl-McBride-Ellis / TOBoML
  The Orange Book of Machine Learning
  ☆49Updated last month
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆612Updated last week