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    57 repositories

    • fair-forge

      Public
      A toolkit for developing group-aware ML methods
      Python
      •
      Apache License 2.0
      •0•1•2•1•Updated Aug 15, 2025Aug 15, 2025

    • flax-typed

      Public
      Typed re-exports from flax
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jul 22, 2025Jul 22, 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•23•41•2•Updated Jul 8, 2025Jul 8, 2025

    • performativeGYM

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•3•0•0•Updated Jun 24, 2025Jun 24, 2025

    • visual-word-tokenizer

      Public
      [ARXIV] Efficient Online Inference of Vision Transformers by Training-Free Tokenization
      Python
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Jun 20, 2025Jun 20, 2025

    • ranzen

      Public
      A python toolkit facilitating machine-learning experimentation.
      toolkitpytorchhydra-clipytorch-lightningwandbpython
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Jun 19, 2025Jun 19, 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
      •102•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
      •43•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

    • drug-map

      Public
      Python
      •0•0•0•0•Updated Nov 22, 2022Nov 22, 2022

    • qBOLD-VI

      Public
      A Bayesian inference package for qBOLD MRI data
      Python
      •
      MIT License
      •1•5•0•0•Updated Oct 18, 2022Oct 18, 2022

    • okapi

      Public
      [NeurIPS 2022] Okapi: Generalising Better by Making Statistical Matches Match
      semi-supervised-learningdomain-generalizationneurips-2022
      Python
      •
      GNU General Public License v3.0
      •0•6•1•0•Updated Oct 13, 2022Oct 13, 2022

    • dcgm-stats

      Public
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Oct 6, 2022Oct 6, 2022