hagabbar / VItamin
Hyper-fast gravitational wave posterior parameter estimation using variational inference. Code used for "Bayesian parameter estimation" paper. Note: This is being repackaged and moving to another repository soon (hagabbar/vitamin_b).
☆22Updated 2 years ago
Alternatives and similar repositories for VItamin:
Users that are interested in VItamin are comparing it to the libraries listed below
- This will be the first official public release of the VItamin code base. VItamin is a python package for producing fast gravitational wav…☆21Updated 3 years ago
- ☆9Updated 6 months ago
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆21Updated 3 weeks ago
- nessai: Nested Sampling with Artificial Intelligence☆37Updated this week
- GWInferno: Gravitational-Wave Hierarchical Inference with NumPyro☆18Updated 2 months ago
- Fast Inference for GW Astronomy, Research and Observations☆19Updated 3 weeks ago
- calculate GW waveform☆14Updated this week
- Gravitational wave detection in real noise timeseries using deep residual neural networks☆24Updated 3 weeks ago
- A python code to compute the response function of some Gravitational Wave (GW) interferometer(s)☆15Updated 5 months ago
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆13Updated 5 months ago
- A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals☆12Updated 6 months ago
- A lightweight code to generate mock gravitational wave detector data using user-defined population and arbritary detector sensitivity.☆14Updated 3 months ago
- An adiabatic waveform generator using black hole perturbation theory☆15Updated 3 months ago
- ☆20Updated last week
- Likelihood-Free Inference for Gravitational Waves☆38Updated 3 years ago
- An omni-sampler for Bayesian MCMC☆46Updated last month
- Normalising flows implemented using nflows☆26Updated 3 months ago
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆10Updated 3 months ago
- ☆23Updated last week
- ☆27Updated last month
- A bayesian pipeline for detecting stochastic backgrounds with LISA.☆19Updated 6 months ago
- ☆25Updated 3 years ago
- Gravitational wave template bank generation made easy.☆18Updated 2 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 9 months ago
- Deep neural networks for gravitational-wave posterior estimation☆14Updated 5 years ago
- A Machine Learning model for generating gravitational waves☆18Updated 3 months ago
- Bayesian analysis of black hole ringdowns in gravitational-wave data.☆32Updated 3 weeks ago
- This is the source code for the following website.☆10Updated 4 years ago
- A python code able to simulate Intermediate Mass Ratio Inspirals (IMRI)☆12Updated 9 months ago
- An easy to use interface to gravitational wave surrogate models☆26Updated this week