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@ML4GW

ML4GW

README.md

ML4GW

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

Includes a couple particular applications under active research.

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 5 6

  2. aframe aframe Public

    Detecting binary black hole mergers in LIGO with neural networks

    Jupyter Notebook 18 17

  3. ml4gw ml4gw Public

    Torch utilities for doing machine learning in gravitational wave physics

    Python 14 13

  4. hermes hermes Public

    Inference-as-a-Service deployment made simple

    Python 3 4

  5. pinto pinto Public

    Job environment management and execution tool

    Python 3

  6. typeo typeo Public

    Functions as scripts as functions

    Python 2

Repositories

Showing 10 of 21 repositories
  • amplfi Public

    Performing parameter estimation on gravitational wave data with machine learning

    ML4GW/amplfi’s past year of commit activity
    Python 7 MIT 8 3 3 Updated Sep 6, 2024
  • aframev2 Public

    Detecting binary black hole mergers in LIGO with neural networks

    ML4GW/aframev2’s past year of commit activity
    Python 6 MIT 14 8 2 Updated Sep 6, 2024
  • gwak Public
    ML4GW/gwak’s past year of commit activity
    Python 0 5 0 0 Updated Sep 6, 2024
  • quickstart Public
    ML4GW/quickstart’s past year of commit activity
    Makefile 0 2 1 0 Updated Sep 2, 2024
  • ml4gw Public

    Torch utilities for doing machine learning in gravitational wave physics

    ML4GW/ml4gw’s past year of commit activity
    Python 14 13 16 5 Updated Aug 24, 2024
  • mldatafind Public

    Utilities for standardizing gravitational wave data discovery

    ML4GW/mldatafind’s past year of commit activity
    Python 2 MIT 5 1 0 Updated Aug 9, 2024
  • deepcleanv2 Public
    ML4GW/deepcleanv2’s past year of commit activity
    Python 0 6 4 0 Updated Aug 8, 2024
  • hermes Public

    Inference-as-a-Service deployment made simple

    ML4GW/hermes’s past year of commit activity
    Python 3 MIT 4 17 (1 issue needs help) 0 Updated May 15, 2024
  • pycondor Public Forked from pycondor/pycondor

    Build and submit workflows to HTCondor in Python

    ML4GW/pycondor’s past year of commit activity
    Python 0 MIT 17 0 1 Updated Apr 23, 2024
  • .github Public
    ML4GW/.github’s past year of commit activity
    0 0 0 0 Updated Apr 12, 2024
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