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
  ☆155Updated 7 months ago
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆171Updated last year
• henrikbostrom / crepes
  Python package for conformal prediction
  ☆497Updated 3 weeks ago
• valeman / Awesome_CatBoost
  The repository to showcase the best framework for tabular data - the Awesome CatBoost
  ☆231Updated last month
• deel-ai / puncc
  👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
  ☆325Updated 3 months ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆64Updated last week
• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆108Updated last month
• ml-stat-Sustech / TorchCP
  A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
  ☆369Updated this week
• zillow / quantile-forest
  Quantile Regression Forests compatible with scikit-learn.
  ☆227Updated this week
• AlxndrMlk / causality
  Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
  ☆137Updated 8 months ago
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆112Updated 2 months ago
• harrisp / GPyConform
  ☆49Updated 4 months ago
• tblume1992 / MFLES
  ☆115Updated last year
• OliverHennhoefer / unquad
  Conformal Anomaly Detection
  ☆46Updated last month
• aangelopoulos / conformal-time-series
  Conformal prediction for time-series applications.
  ☆113Updated last year
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆507Updated last week
• rabia174 / ConformaSight
  Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.
  ☆25Updated 2 months ago
• Nixtla / fpp3-python
  Forecasting: principles and practice in python
  ☆132Updated last year
• ran-xie / boosted-conformal
  ☆39Updated 3 months ago
• google-deepmind / uncertain_ground_truth
  Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…
  ☆647Updated last year
• aangelopoulos / ppi_py
  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
  ☆230Updated 4 months ago
• mattharrison / effective_xgboost_book
  ☆281Updated last year
• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆141Updated 10 months ago
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆72Updated last year
• Carl-McBride-Ellis / TOBoML
  The Orange Book of Machine Learning
  ☆39Updated last month
• aangelopoulos / conformal-prediction
  Lightweight, useful implementation of conformal prediction on real data.
  ☆873Updated last year
• 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
  ☆42Updated last month
• tblume1992 / ThymeBoost
  Forecasting with Gradient Boosted Time Series Decomposition
  ☆194Updated last year
• jefferythewind / warpgbm
  WarpGBM: High-Speed Gradient Boosting
  ☆60Updated this week
• valeman / Transformers_And_LLM_Are_What_You_Dont_Need
  The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…
  ☆650Updated 2 weeks ago