Simulation-based (likelihood-free) inference customized for astronomical applications
☆30Nov 4, 2024Updated last year
Alternatives and similar repositories for sbi_pp
Users that are interested in sbi_pp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code accompanying a paper published in the Astrophysical Journal☆10Oct 2, 2023Updated 2 years ago
- The Farmer☆14Feb 26, 2026Updated last month
- Differentiable Stellar Population Synthesis☆36Updated this week
- Bayesian fitting of Sersic profiles to galaxy images accelerated with jax☆37Updated this week
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆40Aug 12, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆25Dec 11, 2025Updated 4 months ago
- Gaussian process based implementation for galaxy star formation histories with custom kernels☆16Oct 10, 2025Updated 6 months ago
- Python package for calculating Petrosian properties and fitting galaxy light profiles☆31Aug 22, 2025Updated 7 months ago
- ☆16Dec 8, 2020Updated 5 years ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆33Apr 9, 2026Updated last week
- All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.☆13Mar 30, 2026Updated 2 weeks ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 2 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago
- Interactive notebooks for graduate course in galaxies.☆16Jun 14, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Dense Basis SED fitting☆26Dec 31, 2025Updated 3 months ago
- Code and papers for the Siena Galaxy Atlas (SGA-2020).☆10Updated this week
- Forward modelling of the JWST NIRSpec MSA☆14Jul 12, 2024Updated last year
- Differentiable star formation histories☆14Apr 1, 2026Updated 2 weeks ago
- Python code for Stellar Population Inference from Spectra and SEDs☆181Feb 3, 2026Updated 2 months ago
- Fast spectral synthesis and emission-line fitting of DESI spectra.☆18Mar 20, 2026Updated 3 weeks ago
- Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.☆13Jun 24, 2023Updated 2 years ago
- Curated list of astronomy/astrophysics code packages using JAX☆54Mar 25, 2026Updated 3 weeks ago
- Robust ML in Astro☆76Mar 19, 2026Updated 3 weeks ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- imcascade : Fitting astronomical images with a "cascade" of Gaussians☆16Sep 3, 2023Updated 2 years ago
- Python-based Blender module for scientific visualization☆12Oct 2, 2018Updated 7 years ago
- Lectures on Bayesian statistics and information theory☆32Mar 15, 2026Updated last month
- hyperspectral galaxy modeling and deblending☆58Aug 14, 2024Updated last year
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆19Aug 12, 2024Updated last year
- STScI-STIPS☆17Dec 17, 2025Updated 3 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆45Nov 27, 2025Updated 4 months ago
- a differentiable lensing simulator☆10Jan 18, 2022Updated 4 years ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆21Mar 31, 2026Updated 2 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The MaNGA Data Analysis Pipeline☆21Jul 2, 2025Updated 9 months ago
- LSST Data Management: astronomical measurement algorithms☆11Updated this week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆78Mar 18, 2026Updated 3 weeks ago
- Utilities for astronomical spectral energy distributions☆36Apr 2, 2026Updated 2 weeks ago
- ✨ ArtPop – Building artificial galaxies one star at a time.☆65Dec 11, 2025Updated 4 months ago
- Likelihood Estimation of Observational data with Python☆18May 27, 2020Updated 5 years ago
- This the public version of the moving-mesh AREPO code for large-scale structure and galaxy formation simulations.☆36Jan 1, 2020Updated 6 years ago