Repositories list

• MALTS

  Public
  Jupyter Notebook

  •5•15•1•5•Updated Jul 17, 2024Jul 17, 2024

• DAME-FLAME-Python-Package

  Public
  A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data

  pythondata-sciencemachine-learning+ 3matchingeconometricscausal-inference

  Python

  •

  MIT License

  •14•57•12•3•Updated May 29, 2024May 29, 2024

• almost-matching-exactly.github.io

  Public
  Place to host documentation and/or webpage things

  HTML

  •2•1•0•0•Updated Apr 22, 2024Apr 22, 2024

• addmalts

  Public
  Rich Text Format

  •0•0•0•0•Updated Mar 8, 2024Mar 8, 2024

• opt_tx_regime_matching

  Public
  Code for Safe and Interpretable Estimation of Optimal Treatment Regimes AISTATS 2024 Paper

  Jupyter Notebook

  •0•1•0•0•Updated Feb 22, 2024Feb 22, 2024

• variable_imp_matching

  Public
  Python

  •3•0•0•0•Updated Jul 7, 2023Jul 7, 2023

• R-FLAME

  Public
  R Implementation of FLAME, DAME, and other algorithms in the AME framework

  R

  •

  Other

  •2•12•0•3•Updated Apr 12, 2023Apr 12, 2023

• Downloadable-Demo

  Public
  HTML

  •0•0•0•0•Updated Jul 26, 2022Jul 26, 2022

• AHB-R-package

  Public
  AHB (Adaptive Hyper-box) R package provides two main algorithms: AHB_fast_match and AHB_MIP_match for Interpretable Individualized Treatment Effect Estimation.

  R

  •3•3•0•0•Updated Feb 8, 2022Feb 8, 2022

• FLAME-experiments

  Public
  Experimental code for the FLAME paper. For the open source Python Package, see https://github.com/almost-matching-exactly/DAME-FLAME-Python-Package.

  Jupyter Notebook

  •1•1•0•0•Updated Jul 26, 2021Jul 26, 2021

• DAME-experiments

  Public
  Experimental code for the DAME paper. For the Python package, see: https://github.com/almost-matching-exactly/DAME-FLAME-Python-Package

  Python

  •3•2•0•0•Updated Jul 26, 2021Jul 26, 2021

• dame-flame-R-Python-tests

  Public
  Test suite ensuring the R:FLAME package and Python dame-flame package provide the same results. For the R package, see https://github.com/almost-matching-exactly/R-FLAME. For the Python package see https://github.com/almost-matching-exactly/DAME-FLAME-Python-Package

  1•1•0•0•Updated Jun 25, 2021Jun 25, 2021

• AME-Networks

  Public
  Matching methods for treatment effect estimation under network interference

  R

  •1•1•0•0•Updated Sep 9, 2020Sep 9, 2020

• Adaptive-Binning

  Public
  Code for matching with adaptively binned continuous covariates

  HTML

  •2•1•0•0•Updated Feb 20, 2020Feb 20, 2020

• FLAME_IV

  Public
  Code and supplement for "Almost Matching Exactly With Instrumental Variables" (UAI 2019)

  Python

  •1•0•0•0•Updated Jun 30, 2019Jun 30, 2019