Alternatives and similar repositories for conformal-data-cleaning

Users that are interested in conformal-data-cleaning are comparing it to the libraries listed below

• donlapark / coverforest
  A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.
  ☆44Updated 3 months ago
• valeman / Multi-class-probabilistic-classification
  Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
  ☆48Updated 3 years ago
• vacquaviva / IntroConformalPredictions
  A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…
  ☆12Updated last year
• vincentblot28 / conformalized_gp
  ☆48Updated 6 months ago
• ran-xie / boosted-conformal
  ☆39Updated 7 months ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆69Updated 2 months ago
• autogluon / fev
  Forecast evaluation library
  ☆87Updated 3 weeks ago
• tblume1992 / MFLES
  ☆115Updated last year
• tblume1992 / ConformalImpact
  Causal Impact but with MFLES and conformal prediction intervals
  ☆33Updated 7 months ago
• xRiskLab / pearsonify
  Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…
  ☆20Updated last month
• harrisp / GPyConform
  ☆49Updated 7 months ago
• MartinWeigl / pycaleva
  A framework for calibration measurement of binary probabilistic models
  ☆28Updated last year
• rick12000 / confopt
  A Library for Conformal Hyperparameter Tuning
  ☆31Updated this week
• sidhu2690 / Deep-KAN
  This repository contains a better implementation of Kolmogorov-Arnold networks
  ☆63Updated 2 months ago
• hsbc / tslumen
  A library for Time Series EDA (exploratory data analysis)
  ☆71Updated 11 months ago
• OliverHennhoefer / nonconform
  Conformal Anomaly Detection
  ☆48Updated last week
• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆110Updated 3 months ago
• ogrisel / euroscipy-2022-time-series
  Tutorial on time-series forcasting with scikit-learn
  ☆33Updated 2 years ago
• ml-jku / HopCPT
  Conformal Prediction for Time Series with Modern Hopfield Networks
  ☆79Updated 2 months ago
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆166Updated 3 weeks ago
• Nixtla / coreforecast
  Fast implementations of common forecasting routines
  ☆40Updated this week
• csinva / imodelsX
  Interpret text data using LLMs (scikit-learn compatible).
  ☆169Updated this week
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆114Updated 3 months ago
• nmdwolf / ValidPredictionIntervals
  Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"
  ☆19Updated 2 years ago
• microprediction / timeseries-elo-ratings
  Elo ratings for time-series forecasting packages
  ☆24Updated 3 years ago
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆218Updated last year
• Carl-McBride-Ellis / TOBoML
  The Orange Book of Machine Learning
  ☆46Updated 4 months ago
• PySloth / pysloth
  A Python Package for Probabilistic Prediction
  ☆22Updated 4 years ago
• Mayo-Radiology-Informatics-Lab / conflare
  This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.
  ☆20Updated last year
• dholzmueller / probmetrics
  Classfication metrics and post-hoc calibration
  ☆29Updated last month