JAXtronomy / awesome-JAXtronomy
Curated list of astronomy/astrophysics code packages using JAX
☆34Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-JAXtronomy
- Simulation-based (likelihood-free) inference customized for astronomical applications☆24Updated last week
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆34Updated 5 months ago
- Robust ML in Astro☆45Updated 3 weeks ago
- Unitful Quantities in JAX☆14Updated this week
- Differentiable Likelihood for CMB Analysis☆13Updated this week
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆22Updated 4 months ago
- Astronomy Research + JAX Meeting 2024☆13Updated 2 weeks ago
- Coverage tests to check the quality of your posterior estimators.☆27Updated 3 months ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆17Updated last month
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆71Updated 3 weeks ago
- Semi-automated pipeline for lens modelling based on lenstronomy.☆19Updated last week
- Differentiable Stellar Population Synthesis☆25Updated last week
- Beyond-2pt blind data challenge☆16Updated 3 months ago
- Scarlet, all new and shiny☆15Updated last week
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 3 months ago
- ☆22Updated this week
- Spectrum encoder and decoder☆34Updated 5 months ago
- ☆15Updated last month
- Differentiable strong lens modelling on CPUs and GPUs☆24Updated this week
- jaxspec is an X-ray spectra Bayesian analysis package, relying on JAX to enable just in time compilation☆28Updated this week
- Machine Learning - accelerated Bayesian inference☆56Updated 2 months ago
- Strong lensing simulation pipeline☆17Updated this week
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆21Updated last week
- A cosmological tool for emulation of various basic statistics of dark matter haloes based on Dark Quest project (https://darkquestcosmolo…☆21Updated 10 months ago
- A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations☆25Updated this week
- ☆16Updated 6 months ago
- Configuration Space Covariances for Projected Galaxy 2-Point Statistics☆13Updated 6 months ago
- Kinematic stellar age prediction tool from Gaia astrometry + radial velocity.☆9Updated 2 months ago
- Interactive notebooks for graduate course in galaxies.☆15Updated 4 months ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆33Updated 2 weeks ago