Alternatives and similar repositories for effector

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

• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆70Updated this week
• salimamoukou / acv00
  ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…
  ☆102Updated 3 years ago
• soda-inria / tabicl
  Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
  ☆187Updated last month
• soda-inria / hazardous
  Competing Risks and Survival Analysis
  ☆106Updated last week
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆75Updated last year
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆127Updated 2 years ago
• soda-inria / carte
  Repository for CARTE: Context-Aware Representation of Table Entries
  ☆145Updated last month
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆159Updated 2 years ago
• deel-ai / puncc
  👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
  ☆348Updated 3 months ago
• 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
• aangelopoulos / ppi_py
  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
  ☆260Updated 3 weeks ago
• david-rundel / tabpfn_iml
  Interpretable ML for TabPFN
  ☆40Updated 2 months ago
• valeman / Multi-class-probabilistic-classification
  Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
  ☆49Updated 3 years ago
• autogluon / tabrepo
  A Living Benchmark for Machine Learning on Tabular Data
  ☆125Updated this week
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆190Updated last week
• henrikbostrom / crepes
  Python package for conformal prediction
  ☆519Updated 3 months ago
• iancovert / sage
  For calculating global feature importance using Shapley values.
  ☆276Updated this week
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆612Updated last week
• sm00thix / cvmatrix
  Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algor…
  ☆22Updated last month
• rick12000 / confopt
  A Library for Conformal Hyperparameter Tuning
  ☆36Updated this week
• probabl-ai / youtube-appendix
  Resources for some of our education content
  ☆47Updated last month
• AlaaLab / conformal-metalearners
  [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
  ☆44Updated last year
• zillow / quantile-forest
  Quantile Regression Forests compatible with scikit-learn.
  ☆242Updated last week
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆224Updated last year
• dholzmueller / probmetrics
  Classfication metrics and post-hoc calibration
  ☆37Updated 3 months ago
• RianneSchouten / pyampute
  Missing data amputation and exploration functions for Python
  ☆72Updated 2 years ago
• modeva-ai / Modeva
  Integrated tool for model development and validation
  ☆31Updated 2 weeks ago
• microsoft / ticl
  Tabular In-Context Learning
  ☆92Updated 6 months ago
• scikit-activeml / scikit-activeml
  scikit-activeml: A Comprehensive and User-friendly Active Learning Library
  ☆172Updated 2 weeks ago
• MartinWeigl / pycaleva
  A framework for calibration measurement of binary probabilistic models
  ☆28Updated last year