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    61 repositories

    • performativeGYM

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•3•0•0•Updated Dec 23, 2025Dec 23, 2025

    • offLIMMMA

      Public
      TypeScript
      •0•0•0•0•Updated Dec 19, 2025Dec 19, 2025

    • ranzen

      Public
      A python toolkit facilitating machine-learning experimentation.
      pythontoolkitpytorchhydra-clipytorch-lightningwandb
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Dec 16, 2025Dec 16, 2025

    • UncertaintyMatters

      Public
      Python
      •
      GNU General Public License v3.0
      •0•5•0•0•Updated Dec 15, 2025Dec 15, 2025

    • visual-word-tokenizer

      Public
      [TMLR 2025] Visual-Word Tokenizer: Beyond Fixed Sets of Tokens in Vision Transformers
      Python
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Nov 27, 2025Nov 27, 2025

    • MISOB

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Nov 17, 2025Nov 17, 2025

    • SPECTRE

      Public
      SPECTral uncertainty set for Robust Estimation (fairness without demographics)
      Python
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Nov 17, 2025Nov 17, 2025

    • fair-forge

      Public
      A toolkit for developing group-aware ML methods
      Python
      •
      Apache License 2.0
      •0•1•2•1•Updated Oct 24, 2025Oct 24, 2025

    • EthicML

      Public
      Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
      data-sciencemachine-learningcomputer-visiontoolkitpytorchfairnessethical-artificial-intelligencemachine-biasethical-data-sciencefairness-awareness-model
      Python
      •
      GNU General Public License v3.0
      •3•24•41•3•Updated Sep 24, 2025Sep 24, 2025

    • flax-typed

      Public
      Typed re-exports from flax
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jul 22, 2025Jul 22, 2025

    • robust-al

      Public
      Python
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • STD-AL

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 8, 2024Nov 8, 2024

    • neoconfigen

      Public
      configen-fork with extended type-support
      configuration-managementhydra-cliomegaconf
      Python
      •0•1•1•0•Updated Aug 27, 2024Aug 27, 2024

    • conduit

      Public
      Lightweight framework for data-loading with PyTorch and harvesting the power of (PyTorch) lightning
      pythonframeworkpytorchpytorch-lightning
      Python
      •
      MIT License
      •4•11•0•1•Updated Aug 27, 2024Aug 27, 2024

    • fescher

      Public
      A foray into the world of performative prediction
      Python
      •0•2•3•0•Updated Jul 31, 2024Jul 31, 2024

    • python-type-stubs

      Public
      A set of type stubs for popular Python packages. These are works in progress from the Microsoft Python team and others, with the intent that they are contributed to typeshed or to the associated packages once sufficiently complete.
      Python
      •
      MIT License
      •104•0•0•0•Updated Jul 18, 2024Jul 18, 2024

    • actionable-recourse

      Public
      python tools to check recourse in linear classification
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •20•0•0•0•Updated May 29, 2024May 29, 2024

    • hydra-example

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 17, 2024May 17, 2024

    • transformer-example

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated May 13, 2024May 13, 2024

    • compression-subgroup

      Public
      [EMNLP 2023] Are Compressed Language Models Less Subgroup Robust?
      Python
      •
      GNU General Public License v3.0
      •0•3•0•0•Updated Apr 9, 2024Apr 9, 2024

    • support-matching

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•1•1•0•Updated Mar 23, 2024Mar 23, 2024

    • presentations

      Public
      View presentations here: https://wearepal.ai/presentations/
      HTML
      •0•2•0•0•Updated Dec 13, 2023Dec 13, 2023

    • fair-classification

      Public
      Python code for training fair logistic regression classifiers.
      Python
      •
      GNU General Public License v3.0
      •72•1•0•0•Updated Nov 28, 2023Nov 28, 2023

    • whynot

      Public
      A Python sandbox for decision making in dynamics
      Python
      •
      MIT License
      •44•1•0•0•Updated Sep 29, 2023Sep 29, 2023

    • RealPatch

      Public
      Python
      •
      GNU General Public License v3.0
      •0•3•0•0•Updated May 19, 2023May 19, 2023

    • html-components

      Public
      JavaScript
      •
      Apache License 2.0
      •1•0•0•2•Updated Apr 10, 2023Apr 10, 2023

    • biomassters

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated Feb 3, 2023Feb 3, 2023

    • kamfadm

      Public
      Fairness-aware Data Mining
      Python
      •5•0•0•0•Updated Jan 16, 2023Jan 16, 2023

    • nifr

      Public
      Null-sampling for Interpretable and Fair Representations
      pytorchfairnessinvertible-neural-networksdomain-adaptationeccv-2020
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•9•1•4•Updated Jan 6, 2023Jan 6, 2023

    • teext

      Public
      Typing extensions extensions
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Dec 18, 2022Dec 18, 2022