chayanchatterjee / GW-Denoiser
CNN-LSTM autoencoder model to extract binary black hole gravitational wave signals from detector noise.
☆11Updated 2 years ago
Alternatives and similar repositories for GW-Denoiser:
Users that are interested in GW-Denoiser are comparing it to the libraries listed below
- Neural network model for gravitational wave sky localization☆10Updated last year
- Hosting lecture notes for the course☆16Updated 2 years ago
- Synthetic LISA: a noise and signal simulator for LISA-like gravitational-wave observatories☆14Updated 7 years ago
- GW polarization parameterizations and corresponding Jacobians.☆11Updated last year
- Codes to compute the WDM wavelet transform☆10Updated 4 years ago
- Data Release for the Machine Learning based Search for Binary Neutron Star Mergers☆11Updated 4 years ago
- Julia code for the time-frequency analysis☆17Updated 6 years ago
- Manipulate gravitational waveforms—changing frames, and so on.☆17Updated last year
- ☆9Updated 3 years ago
- Gravitational wave detection in real noise timeseries using deep residual neural networks☆27Updated last month
- Detecting binary black hole mergers in LIGO with neural networks☆18Updated 5 months ago
- A Machine Learning model for generating gravitational waves☆19Updated 5 months ago
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆11Updated 5 months ago
- Short Fourier Transforms for Fresnel-weighted Template summation☆12Updated 3 weeks ago
- Pipeline used for classifying BBH, NSBH, and BNS signals in LIGO data. Code used for "Matching Matched Filtering" paper.☆16Updated 5 years ago
- Prior Sampling for high dimension data with domain knowledge.☆10Updated 3 years ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆24Updated this week
- Deep Learning Assisted Stokes Inversion☆10Updated last year
- calculate GW waveform☆15Updated last week
- ☆25Updated 5 months ago
- My course in gravitational wave data analysis at a summer school in Copenhagen in 2017.☆24Updated 7 years ago
- ☆14Updated 3 years ago
- Rapid population synthesis code for binary black hole mergers in dynamical environments.☆12Updated 10 months ago
- ☆13Updated 2 months ago
- Library of Octave functions for continuous gravitational-wave data analysis☆11Updated 2 years ago
- Notebooks for the ICERM workshop tutorials on surrogate models.☆11Updated 2 years ago
- ☆12Updated 7 years ago
- A Python package with tools for analysing star clusters.☆14Updated 5 months ago
- A webpage for the scattering transform. To calculate, you just need the folder called "scattering".☆50Updated 6 months ago
- Parallel tempering MCMC sampler package written in Python☆52Updated 6 months ago