astro-informatics / proxnestLinks
Proximal Nested Sampling for high-dimensional Bayesian model selection
☆24Updated last year
Alternatives and similar repositories for proxnest
Users that are interested in proxnest are comparing it to the libraries listed below
Sorting:
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated last week
- A Jax wrapper for cudaKDTree☆10Updated last year
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 3 months ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated this week
- A JAX package for weak gravitational lensing☆33Updated last year
- Differentiable Gravitational Waveforms with JAX☆57Updated 9 months ago
- Astronomy Research + JAX Meeting 2024☆13Updated 7 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 4 months ago
- nessai: Nested Sampling with Artificial Intelligence☆40Updated this week
- Gradient Based Nested Sampling☆20Updated last year
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated 2 weeks ago
- Gravitational-wave data analysis tools in Jax☆71Updated this week
- Fast Inference for GW Astronomy, Research and Observations☆19Updated 2 weeks ago
- Curated list of astronomy/astrophysics code packages using JAX☆43Updated 6 months ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆39Updated this week
- ☆16Updated 4 years ago
- Coordinates in JAX☆18Updated last week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- Generator for Large Scale Structure☆39Updated this week
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated last week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Make a sweet giant triangle confusogram (GTC) plot☆34Updated last year
- Neural network nested and MCMC sampling☆22Updated 3 years ago
- PyAutoFit: Classy Probabilistic Programming☆64Updated this week
- Parallel nested sampling☆29Updated last week
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 3 months ago
- A python code to compute the response function of some Gravitational Wave (GW) interferometer(s)☆16Updated 3 weeks ago
- Unitful Quantities in JAX☆40Updated this week