mwalmsley / galaxy-datasetsLinks
ML-friendly datasets of galaxy images and labels
☆61Updated 3 months ago
Alternatives and similar repositories for galaxy-datasets
Users that are interested in galaxy-datasets are comparing it to the libraries listed below
Sorting:
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆40Updated 2 years ago
- Classifies galaxy morphology with Bayesian CNN☆116Updated 3 months ago
- A CIFAR10-like galaxy image dataset☆43Updated 2 months ago
- A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…☆17Updated last year
- Data and codes for self-supervised learning on the DESI legacy surveys☆45Updated last year
- Spectrum encoder and decoder☆47Updated 2 weeks ago
- A gravitational lensing simulator for the machine learning era.☆49Updated this week
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆32Updated this week
- A repository to store state of the art score model architectures☆61Updated 2 months ago
- Gradient Informed, GPU Accelerated Lens modelling (GIGALens) -- a package for fast Bayesian inference on strong gravitational lenses.☆12Updated 4 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆25Updated 2 months ago
- Astronomical source modeling in jax☆26Updated last week
- Coverage tests to check the quality of your posterior estimators.☆33Updated last year
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆17Updated last year
- Robust ML in Astro☆75Updated this week
- Curated list of astronomy/astrophysics code packages using JAX☆52Updated last week
- Code for Leung & Bovy 2023☆26Updated last year
- Differentiable strong lens modelling on CPUs and GPUs☆26Updated this week
- Strong lensing simulation pipeline☆37Updated this week
- A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations☆46Updated this week
- ☆24Updated 4 years ago
- Hyrax - A framework for machine learning in astronomy☆26Updated this week
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Updated 2 years ago
- All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.☆13Updated 2 weeks ago
- Updated version of the Sparse Lens Inversion Technique (SLIT) for use within the lens modelling code lenstronomy☆10Updated 4 years ago
- Conduct simulation-based inference on strong gravitational lensing systems.☆17Updated last year
- Cobaya-Cosmolike Architecture (From Cosmolike Org)☆22Updated 3 weeks ago
- A pipeline for versatile strong lens sample simulations☆34Updated last year
- Automated pipeline for lens modelling based on lenstronomy☆23Updated this week
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year