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@ML4GW

ML4GW

ML4GW

Tools to make training and deploying neural networks in service of gravitational wave physics simple and accessible to all!

Includes applications under active research, such as denoising, signal detection, and parameter estimation algorithms.

With thanks to Vighnesh J R for the profile picture artwork.

Funding

We are grateful for the support of the U.S. National Science Foundation (NSF) Harnessing the Data Revolution (HDR) Institute for Accelerating AI Algorithms for Data Driven Discovery (A3D3) under Cooperative Agreement No. PHY-2117997.

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  1. DeepClean DeepClean Public

    Nonlinear noise subtraction from gravitational wave strain data

    Python 11 6

  2. ml4gw ml4gw Public

    Torch utilities for doing machine learning in gravitational wave physics

    Python 35 30

  3. hermes hermes Public

    Inference-as-a-Service deployment made simple

    Python 4 6

  4. amplfi amplfi Public

    Performing parameter estimation on gravitational wave data with machine learning

    Python 21 14

  5. aframe aframe Public

    Detecting compact binary mergers from gravitational wave strain data using neural networks

    Python 19 29

  6. gwak-legacy gwak-legacy Public archive

    Python 5

Repositories

Showing 10 of 28 repositories
  • aframe Public

    Detecting compact binary mergers from gravitational wave strain data using neural networks

    ML4GW/aframe's past year of commit activity
    Python 19 MIT 29 32 8 Updated Oct 2, 2026
  • gwak Public
    ML4GW/gwak's past year of commit activity
    Jupyter Notebook 2 MIT 7 7 2 Updated Oct 2, 2026
  • ml4gw Public

    Torch utilities for doing machine learning in gravitational wave physics

    ML4GW/ml4gw's past year of commit activity
    Python 35 GPL-3.0 30 14 11 Updated Oct 1, 2026
  • buoy Public
    ML4GW/buoy's past year of commit activity
    Python 0 GPL-3.0 4 0 1 Updated Sep 30, 2026
  • ML4GW/iucaa-workshop-2026's past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Sep 25, 2026
  • quickstart Public
    ML4GW/quickstart's past year of commit activity
    Makefile 0 2 1 0 Updated Aug 6, 2026
  • BBNet Public

    A fast nerual network framework to deal with the cosmology Primordial Nucleosynthesis

    ML4GW/BBNet's past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 29, 2026
  • python-project-template Public template
    ML4GW/python-project-template's past year of commit activity
    Python 0 GPL-3.0 1 0 4 Updated Jul 20, 2026
  • hermes Public

    Inference-as-a-Service deployment made simple

    ML4GW/hermes's past year of commit activity
    Python 4 MIT 6 11 (1 issue needs help) 1 Updated Jun 15, 2026
  • amplfi Public

    Performing parameter estimation on gravitational wave data with machine learning

    ML4GW/amplfi's past year of commit activity
    Python 21 MIT 14 1 3 Updated May 4, 2026

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