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    116 repositories

    • LLEGO

      Public
      Official code repository for our ICLR'25 paper Decision Tree Induction Through LLMs via Semantically-Aware Evolution.
      Python
      •
      MIT License
      •1•0•0•0•Updated Jul 11, 2025Jul 11, 2025

    • afa4cate

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Jul 11, 2025Jul 11, 2025

    • synthcity

      Public
      A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
      machine-learningprivacytabular-datapytorchgenerative-modeldata-augmentationsynthetic-datafairness-ml
      Python
      •
      Apache License 2.0
      •76•571•42•0•Updated Jun 17, 2025Jun 17, 2025

    • DECAF

      Public
      DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
      pytorchfairnesssynthetic-data
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •13•21•0•0•Updated Jun 16, 2025Jun 16, 2025

    • SynthCraft

      Public
      A Copilot for Synthetic data
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 10, 2025Jun 10, 2025

    • position-fidelity-diversity-metrics-flawed

      Public
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Jun 10, 2025Jun 10, 2025

    • CATE-B

      Public
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated May 16, 2025May 16, 2025

    • Symbolic-Pursuit

      Public
      Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"
      Python
      •
      MIT License
      •9•1•0•0•Updated Apr 16, 2025Apr 16, 2025

    • visualizing-token-importance

      Public
      Auditing language models with distribution-based sensitivity analysis
      Python
      •
      GNU Lesser General Public License v3.0
      •0•2•0•0•Updated Mar 31, 2025Mar 31, 2025

    • autoprognosis

      Public
      A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
      healthcaresurvival-analysisautomlinterpretability
      Python
      •
      Apache License 2.0
      •29•151•8•0•Updated Mar 26, 2025Mar 26, 2025

    • TRIAGE

      Public
      TRIAGE: Characterizing and auditing training data for improved regression
      Jupyter Notebook
      •
      Apache License 2.0
      •3•3•0•0•Updated Mar 10, 2025Mar 10, 2025

    • Datagnosis

      Public
      A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.
      Jupyter Notebook
      •
      Apache License 2.0
      •2•25•1•0•Updated Mar 6, 2025Mar 6, 2025

    • SemanticODE

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Mar 2, 2025Mar 2, 2025

    • informed-meta-learning

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •2•1•0•0•Updated Feb 18, 2025Feb 18, 2025

    • active-task-disambiguation

      Public
      Python
      •1•0•0•0•Updated Feb 6, 2025Feb 6, 2025

    • CATENets

      Public
      Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •23•4•0•0•Updated Feb 5, 2025Feb 5, 2025

    • Data-SUITE

      Public
      Data-SUITE: Data-centric identification of in-distribution incongruous examples
      Jupyter Notebook
      •
      Apache License 2.0
      •4•1•0•0•Updated Feb 3, 2025Feb 3, 2025

    • DataDrivenDiscovery

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Jan 15, 2025Jan 15, 2025

    • NeuralLaplace

      Public
      Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
      Python
      •
      MIT License
      •12•3•0•0•Updated Dec 28, 2024Dec 28, 2024

    • climb

      Public
      CliMB: An AI-enabled Partner for Clinical Predictive Modeling
      Python
      •
      Apache License 2.0
      •4•20•0•0•Updated Dec 17, 2024Dec 17, 2024

    • SMART_Testing

      Public
      Python
      •1•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • Self_Healing_ML

      Public
      Jupyter Notebook
      •3•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • HDTwinGen

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Nov 10, 2024Nov 10, 2024

    • POCA

      Public
      Python
      •1•0•0•0•Updated Oct 31, 2024Oct 31, 2024

    • medkit-learn

      Public
      The Medkit-Learn(ing) Environment. An open-source library for offline sequential decision making with a focus on medicine.
      Python
      •
      Other
      •1•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • conformal-rnn

      Public
      Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
      Jupyter Notebook
      •15•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • Simplex

      Public
      This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.
      Python
      •
      Apache License 2.0
      •8•3•0•0•Updated Oct 2, 2024Oct 2, 2024

    • mcm

      Public
      To Impute or not to Impute? Missing Data in Treatment Effect Estimation
      imputationcausalitytreatment-effects
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • Data-IQ

      Public
      Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
      Jupyter Notebook
      •
      MIT License
      •5•5•0•0•Updated Oct 2, 2024Oct 2, 2024

    • optcommit

      Public
      When to make and break commitments?
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Oct 2, 2024Oct 2, 2024