mwalmsley / galaxy_mnist
Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
☆34Updated last year
Related projects ⓘ
Alternatives and complementary repositories for galaxy_mnist
- Differentiable strong lens modelling on CPUs and GPUs☆24Updated this week
- Spectrum encoder and decoder☆34Updated 5 months ago
- Robust ML in Astro☆46Updated this week
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 3 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 4 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆35Updated last month
- Coverage tests to check the quality of your posterior estimators.☆27Updated 3 months ago
- A gravitational lensing simulator for the machine learning era.☆32Updated this week
- Data and codes for self-supervised learning on the DESI legacy surveys☆36Updated 6 months ago
- Automatic Isophotal solutions for galaxy images☆27Updated 3 weeks ago
- Semi-automated pipeline for lens modelling based on lenstronomy.☆19Updated this week
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated this week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆24Updated 2 weeks ago
- Strong lensing simulation pipeline☆18Updated this week
- A python toolkit for rendering populations of dark matter halos for gravitational lensing simulations☆26Updated 2 weeks ago
- Differentiable Stellar Population Synthesis☆26Updated 3 weeks ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated 10 months ago
- ☆16Updated 3 years ago
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆75Updated this week
- Scarlet, all new and shiny☆15Updated this week
- ☆15Updated last month
- Differentiable Likelihood for CMB Analysis☆13Updated 2 weeks ago
- Standard for strong gravitational lensing analyses☆17Updated 5 months ago
- Beyond-2pt blind data challenge☆16Updated 3 months ago
- ☆20Updated 3 years ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆12Updated 8 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆34Updated 5 months ago
- ☆15Updated last week
- BAO Model Fitting Made Easy☆21Updated 3 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆28Updated 2 weeks ago