ml4astro / galaxy2galaxyLinks
Library of models, datasets, and utilities to build generative models for astronomical images.
☆27Updated 4 years ago
Alternatives and similar repositories for galaxy2galaxy
Users that are interested in galaxy2galaxy are comparing it to the libraries listed below
Sorting:
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 5 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated last month
- All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.☆11Updated 2 weeks ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 9 months ago
- The galaxy survey codex☆16Updated last year
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated 11 months ago
- Shape Measurement Pipeline☆17Updated 2 months ago
- Lectures for the 2019 Kavli Summer Program in Astrophysics☆17Updated 5 years ago
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆11Updated 4 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆40Updated last month
- Differentiable Stellar Population Synthesis☆29Updated last month
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- ☆12Updated this week
- Interactive notebooks for graduate course in galaxies.☆16Updated last year
- ☆18Updated 2 weeks ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆18Updated 2 weeks ago
- Astronomical source modeling in jax☆23Updated last week
- Redshift Assessment Infrastructure Layers☆14Updated 2 years ago
- Beyond-2pt blind data challenge☆17Updated last year
- A photometric redshift monstrosity☆16Updated 6 years ago
- Fast spectral synthesis and emission-line fitting of DESI spectra.☆16Updated 3 weeks ago
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆13Updated 3 years ago
- Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2☆20Updated this week
- Gaussian process based implementation for galaxy star formation histories with custom kernels☆15Updated last year
- [UNMAINTAINED] Point spread function modeling tool☆14Updated 5 years ago
- Code and papers for the Siena Galaxy Atlas (SGA-2020).☆10Updated this week
- Robust ML in Astro☆62Updated last month
- Automatic Isophotal solutions for galaxy images☆33Updated 7 months ago
- A fast, accurate estimator for small shear distortion.☆14Updated 9 months ago
- Configuration Space Covariances for Projected Galaxy 2-Point Statistics☆14Updated last month