dfm / emcee-jaxLinks
An experiment: emcee implemented in JAX
☆26Updated 3 years ago
Alternatives and similar repositories for emcee-jax
Users that are interested in emcee-jax are comparing it to the libraries listed below
Sorting:
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated last year
- Differentiable cosmological emulators: the JAX version of CosmoPower☆41Updated last week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- ☆16Updated 4 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- The galaxy survey codex☆17Updated last year
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 3 months ago
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Curated list of astronomy/astrophysics code packages using JAX☆51Updated 2 weeks ago
- a differentiable lensing simulator☆10Updated 3 years ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆12Updated 4 months ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated this week
- A JAX package for weak gravitational lensing☆35Updated last year
- Differentiable Gravitational Waveforms with JAX☆68Updated 4 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 4 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆31Updated this week
- Neural network nested and MCMC sampling☆21Updated 4 years ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆40Updated 2 weeks ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Nested Sampling post-processing and plotting☆67Updated last week
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆65Updated last week
- JAX-based linear Einstein-Boltzmann solver for cosmology☆24Updated 3 weeks ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆18Updated last week
- CPU/GPU agnostic gravitational-wave population inference☆56Updated 3 weeks ago
- nessai: Nested Sampling with Artificial Intelligence☆43Updated 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
- tutorials on shape measurement☆10Updated 3 years ago
- Robust ML in Astro☆70Updated 2 months ago