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@misoc-mml

MiSoC MML

Methods and Machine Learning group of the ESRC Research Centre on Micro-Social Change (MiSoC)

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  1. working-papers working-papers Public

    Our work in progress papers

  2. cate-benchmark cate-benchmark Public

    A testing platform to assess the performance of CATE estimators across popular datasets.

    Python 1 2

Repositories

Showing 7 of 7 repositories
  • hyperparam-sensitivity Public

    Investigating sensitivity of CATE estimators to the choice of hyperparameters.

    misoc-mml/hyperparam-sensitivity’s past year of commit activity
    Jupyter Notebook 5 GPL-3.0 1 0 0 Updated Sep 18, 2024
  • undersmoothing-data-augmentation Public

    Undersmoothing Causal Estimators with Generative Trees

    misoc-mml/undersmoothing-data-augmentation’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Feb 28, 2024
  • cate-benchmark Public

    A testing platform to assess the performance of CATE estimators across popular datasets.

    misoc-mml/cate-benchmark’s past year of commit activity
    Python 1 GPL-3.0 2 0 0 Updated Feb 28, 2024
  • hyperparams-causal-discovery Public Forked from dmachlanski/benchpress-dm

    Code for the paper "Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice" based on Benchpress.

    misoc-mml/hyperparams-causal-discovery’s past year of commit activity
    Jupyter Notebook 0 GPL-2.0 17 0 0 Updated Feb 28, 2024
  • working-papers Public

    Our work in progress papers

    misoc-mml/working-papers’s past year of commit activity
    0 0 0 0 Updated Jan 4, 2024
  • ncrm-causality-2022 Public

    A one-day NCRM course on causal analysis and machine learning provided in October 2022.

    misoc-mml/ncrm-causality-2022’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Oct 18, 2022
  • ncrm-causality-2021 Public Forked from dmachlanski/ncrm-causality-2021

    A two-day NCRM course on causal analysis and machine learning provided in June 2021.

    misoc-mml/ncrm-causality-2021’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Jun 23, 2021

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