Alternatives and similar repositories for probmetrics

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

• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆163Updated 2 weeks ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆67Updated last month
• harrisp / GPyConform
  ☆49Updated 7 months ago
• ran-xie / boosted-conformal
  ☆39Updated 6 months ago
• donlapark / coverforest
  A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.
  ☆44Updated 2 months ago
• valeman / Multi-class-probabilistic-classification
  Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
  ☆48Updated 3 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
• autogluon / tabrepo
  A Living Benchmark for Machine Learning on Tabular Data
  ☆97Updated this week
• MartinWeigl / pycaleva
  A framework for calibration measurement of binary probabilistic models
  ☆28Updated last year
• vacquaviva / IntroConformalPredictions
  A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…
  ☆12Updated last year
• OliverHennhoefer / unquad
  Conformal Anomaly Detection
  ☆48Updated last week
• microsoft / ticl
  Tabular In-Context Learning
  ☆78Updated 4 months ago
• jjcherian / conditional-conformal
  A package for conformal prediction with conditional guarantees.
  ☆61Updated 4 months ago
• SamsungSAILMontreal / ForestDiffusion
  Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models
  ☆159Updated 11 months ago
• soda-inria / tabicl
  Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
  ☆125Updated last week
• jefferythewind / warpgbm
  WarpGBM: High-Speed Gradient Boosting
  ☆80Updated 3 weeks ago
• penfever / TuneTables
  TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.
  ☆19Updated 3 months ago
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆165Updated this week
• MrPio / KAN-Continual_Learning_tests
  Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)
  ☆39Updated 4 months ago
• deel-ai / puncc
  👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
  ☆337Updated last month
• tblume1992 / ConformalImpact
  Causal Impact but with MFLES and conformal prediction intervals
  ☆33Updated 6 months ago
• modeva-ai / Modeva
  Integrated tool for model development and validation
  ☆31Updated last week
• Mayo-Radiology-Informatics-Lab / conflare
  This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.
  ☆19Updated last year
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆217Updated last year
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆73Updated last year
• MichelLutz1994 / Conformal_Prediction
  This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…
  ☆19Updated last year
• xRiskLab / pearsonify
  Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal p…
  ☆19Updated last month
• layer6ai-labs / TabDPT-inference
  TabDPT: Scaling Tabular Foundation Models on Real Data
  ☆33Updated this week
• vincentblot28 / conformalized_gp
  ☆48Updated 6 months ago
• EtashGuha / R2CCP
  ☆22Updated last year