ML4GW / ml4gwLinks
Torch utilities for doing machine learning in gravitational wave physics
☆32Updated 2 weeks ago
Alternatives and similar repositories for ml4gw
Users that are interested in ml4gw are comparing it to the libraries listed below
Sorting:
- Performing parameter estimation on gravitational wave data with machine learning☆22Updated 2 weeks ago
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆27Updated last week
- ☆12Updated 9 months ago
- CPU/GPU agnostic gravitational-wave population inference☆56Updated 3 weeks ago
- Likelihood-Free Inference for Gravitational Waves☆42Updated 4 years ago
- An easy to use interface to gravitational wave surrogate models☆36Updated 6 months ago
- A python code to compute the response function of some Gravitational Wave (GW) interferometer(s)☆17Updated 3 weeks ago
- Differentiable Gravitational Waveforms with JAX☆71Updated 5 months ago
- ☆26Updated 3 weeks ago
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆16Updated 11 months ago
- nessai: Nested Sampling with Artificial Intelligence☆44Updated 3 weeks ago
- Package for data-driven and phenomenological gravitational waveform models☆12Updated 10 months ago
- Codes to reproduce results in the paper☆10Updated 4 years ago
- Defining eccentricity for GW astronomy☆25Updated 3 weeks ago
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆12Updated last year
- Fast Inference for GW Astronomy, Research and Observations☆21Updated last month
- surrogate fits for binary black-hole remnants☆10Updated 3 weeks ago
- Code and documentation for the first machine learning focused mock data challenge hosted by the Albert-Einstein-Institut Hannover and the…☆44Updated 3 years ago
- Dingo: Deep inference for gravitational-wave observations☆106Updated 2 weeks ago
- A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals☆16Updated 11 months ago
- Density EstimatioN using Masked AutoRegressive Flow☆23Updated 2 years ago
- Accelerated Sequential Posterior Inference via REuse☆15Updated 3 weeks ago
- Clean version of research-projects, just with ILE☆18Updated 2 weeks ago
- Python version of the the IMRPhenomD (non-precessing) algorithm by Khan et. al. (https://arxiv.org/abs/1508.07253, https://arxiv.org/abs…☆14Updated 6 years ago
- Astronomy Research + JAX Meeting 2024☆13Updated last year
- JAX-accelerated nuclear equation of state code and TOV solver☆10Updated last week
- A unified framework for stochastic sampling packages and gravitational-wave inference in Python.☆109Updated 3 weeks ago
- Short Fourier Transforms for Fresnel-weighted Template summation☆14Updated 7 months ago
- Using GPU to compute LISA response to gravitational waves in millisecond scale.☆35Updated this week
- Prototype library for LISA data analysis☆30Updated 3 weeks ago