timothygebhard / magic-bullet
Analysis code for the research paper "Convolutional neural networks: a magic bullet for gravitational-wave detection?"
☆32Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for magic-bullet
- Use PyCBC / LALSuite to generate synthetic gravitational-wave data (e.g., for machine learning endeavors).☆48Updated 6 months ago
- Gravitational wave detection in real noise timeseries using deep residual neural networks☆23Updated last year
- CA17137 - A network for Gravitational Waves, Geophysics and Machine Learning - 2nd Training School☆19Updated 4 years ago
- Data Release for the Machine Learning based Search for Binary Neutron Star Mergers☆11Updated 4 years ago
- ☆25Updated 3 years ago
- Notebooks for the ICERM workshop tutorials on surrogate models.☆11Updated last year
- Likelihood-Free Inference for Gravitational Waves☆37Updated 3 years ago
- An easy to use interface to gravitational wave surrogate models☆24Updated last month
- ☆22Updated 5 years ago
- Learn how to use PyCBC to analyze gravitational-wave data and do parameter inference.☆116Updated 3 months ago
- The python code for creating the transfer function, sensitivity curve and PI curve in 1901.09624☆10Updated 3 years ago
- A Mathematica package for generating gravitational waveforms for nonspinning eccentric binary black hole mergers☆12Updated 6 years ago
- Gravitational Wave dEtector desigN Toolkit☆22Updated last year
- GWInferno: Gravitational-Wave Hierarchical Inference with NumPyro☆14Updated last week
- A Fisher information matrix python package for GW detector networks.☆41Updated 2 weeks ago
- My course in gravitational wave data analysis at a summer school in Copenhagen in 2017.☆24Updated 7 years ago
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆21Updated 2 weeks ago
- ☆20Updated 2 months ago
- Second Open Gravitational-wave Catalog of Compact Binary Mergers. Parameter estimates for O1 and O2 mergers. Sub-threshold BNS/NSBH/BBH c…☆11Updated 3 years ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆14Updated 2 years ago
- Streamlit app for galaxy similarity search☆21Updated 2 years ago
- Investigating the noise residuals around the gravitational wave event GW150914☆12Updated 5 years ago
- A survey on gravitational waves researches using machine learning techniques.☆5Updated 2 weeks ago
- a python package for gravitational wave analysis with the F-statistic☆46Updated last week
- Fast Inference for GW Astronomy, Research and Observations☆18Updated last week
- Pipeline used for classifying BBH, NSBH, and BNS signals in LIGO data. Code used for "Matching Matched Filtering" paper.☆16Updated 5 years ago
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆10Updated last month
- ASTR 598: Astro-statistics and Machine Learning☆40Updated 6 years ago
- An adiabatic waveform generator using black hole perturbation theory☆15Updated last month
- Analysis and tutorial materials associated with the NANOGrav Collaboration's search for an isotropic stochastic gravitational-wave backgr…☆32Updated last year