astro-informatics / proxnest
Proximal Nested Sampling for high-dimensional Bayesian model selection
☆23Updated last year
Alternatives and similar repositories for proxnest:
Users that are interested in proxnest are comparing it to the libraries listed below
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated 4 months ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- A JAX package for weak gravitational lensing☆31Updated last year
- A Jax wrapper for cudaKDTree☆10Updated last year
- Differentiable Gravitational Waveforms with JAX☆57Updated 8 months ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated last week
- Gradient Based Nested Sampling☆20Updated last year
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 2 months ago
- Fast Inference for GW Astronomy, Research and Observations☆19Updated this week
- ☆16Updated 4 years ago
- Astronomy Research + JAX Meeting 2024☆13Updated 6 months ago
- nessai: Nested Sampling with Artificial Intelligence☆39Updated last week
- Curated list of astronomy/astrophysics code packages using JAX☆41Updated 5 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated this week
- Gravitational-wave data analysis tools in Jax☆68Updated this week
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- The galaxy survey codex☆16Updated 9 months ago
- Astronomical time series analysis with JAX☆59Updated this week
- A Package for Bayesian inference of expensive likelihoods with Gaussian Processes☆28Updated last week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated last year
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated this week
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆38Updated last week
- Parallel nested sampling☆29Updated 9 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 3 months ago
- Short Fourier Transforms for Fresnel-weighted Template summation☆13Updated 2 months ago
- A python code to compute the response function of some Gravitational Wave (GW) interferometer(s)☆16Updated 9 months ago
- Unitful Quantities in JAX☆36Updated this week
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 2 months ago
- JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro☆14Updated 2 months ago