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).
☆23Updated 2 years ago
Alternatives and similar repositories for VItamin:
Users that are interested in VItamin are comparing it to the libraries listed below
- ☆11Updated last month
- nessai: Nested Sampling with Artificial Intelligence☆38Updated this week
- This will be the first official public release of the VItamin code base. VItamin is a python package for producing fast gravitational wav…☆24Updated 3 years ago
- Combining gravitational wave harmonics for efficient evaluation of likelihood☆23Updated 2 weeks ago
- Likelihood-Free Inference for Gravitational Waves☆38Updated 3 years ago
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆14Updated 2 months ago
- CPU/GPU agnostic gravitational-wave population inference☆45Updated this week
- ☆22Updated 3 months ago
- A python code to compute the response function of some Gravitational Wave (GW) interferometer(s)☆16Updated 9 months ago
- calculate GW waveform☆16Updated last month
- A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals☆12Updated 2 months ago
- An adiabatic waveform generator using black hole perturbation theory☆16Updated 6 months ago
- An omni-sampler for Bayesian MCMC☆48Updated last month
- Example of GAMES (Gravitational-wave Amortized Metric Enhanced Sampler)☆11Updated 6 months ago
- Deep neural networks for gravitational-wave posterior estimation☆14Updated 5 years ago
- Codes to reproduce results in the paper☆10Updated 4 years ago
- Differentiable Gravitational Waveforms with JAX☆56Updated 8 months ago
- Fast Inference for GW Astronomy, Research and Observations☆19Updated last week
- ☆24Updated last week
- Gravitational wave template bank generation made easy.☆18Updated 2 years ago
- A lightweight code to generate mock gravitational wave detector data using user-defined population and arbritary detector sensitivity.☆14Updated last month
- A Machine Learning model for generating gravitational waves☆20Updated 6 months ago
- Robust ML in Astro☆53Updated 2 weeks ago
- GWInferno: Gravitational-Wave Hierarchical Inference with NumPyro☆19Updated last week
- Gravitational Wave dEtector desigN Toolkit☆23Updated last year
- Short Fourier Transforms for Fresnel-weighted Template summation☆13Updated last month
- ☆27Updated last week
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated 4 months ago
- A Fisher information matrix python package for GW detector networks.☆43Updated 3 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆37Updated last month