chayanchatterjee / GW-Denoiser
CNN-LSTM autoencoder model to extract binary black hole gravitational wave signals from detector noise.
☆12Updated 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☆15Updated 7 years ago
- Data Release for the Machine Learning based Search for Binary Neutron Star Mergers☆11Updated 4 years ago
- Codes to compute the WDM wavelet transform☆10Updated 4 years ago
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated last week
- Manipulate gravitational waveforms—changing frames, and so on.☆17Updated last year
- A Machine Learning model for generating gravitational waves☆20Updated 6 months ago
- Pipeline used for classifying BBH, NSBH, and BNS signals in LIGO data. Code used for "Matching Matched Filtering" paper.☆16Updated 5 years ago
- Gravitational wave detection in real noise timeseries using deep residual neural networks☆28Updated 2 months ago
- Detecting binary black hole mergers in LIGO with neural networks☆18Updated 6 months ago
- My course in gravitational wave data analysis at a summer school in Copenhagen in 2017.☆24Updated 7 years ago
- ☆9Updated 3 years ago
- An easy to use interface to gravitational wave surrogate models☆28Updated last week
- Package for data-driven and phenomenological gravitational waveform models☆10Updated 2 months ago
- Deep Learning Assisted Stokes Inversion☆10Updated last year
- GW polarization parameterizations and corresponding Jacobians.☆11Updated last year
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆11Updated 6 months ago
- Weighted Wavelet Z-Transform Code for Python☆38Updated 4 years ago
- Clean version of research-projects, just with ILE☆17Updated this week
- Bayesian power spectral analysis tools☆15Updated 8 years ago
- Using GPU to compute LISA response to gravitational waves in millisecond scale.☆29Updated 2 months ago
- ☆13Updated 3 weeks ago
- Research tools for intermingling gravitational-wave data analysis with numerical relativity☆9Updated last month
- calculate GW waveform☆16Updated last month
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- ☆11Updated 10 months ago
- ☆22Updated 3 months ago
- Prior Sampling for high dimension data with domain knowledge.☆10Updated 3 years ago
- Tutorial material for LISA Data Analysis Winter School in China (2017).☆21Updated 6 years ago