jwuphysics / galaxy-autoencoders
Autoencoders for galaxies
☆10Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for galaxy-autoencoders
- The galaxy survey codex☆16Updated 4 months ago
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆11Updated 3 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆17Updated 3 months ago
- A TensorFlow reimplementation of GalSim☆10Updated 2 years ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆22Updated 4 months 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
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Lectures for the 2019 Kavli Summer Program in Astrophysics☆17Updated 4 years ago
- Interactive notebooks for graduate course in galaxies.☆15Updated 5 months ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last year
- Code for Leung & Bovy 2023☆19Updated 2 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆28Updated 2 weeks ago
- Scarlet, all new and shiny☆15Updated this week
- tutorials on shape measurement☆10Updated 2 years ago
- Notebooks running aspects of the GRIZLI image/slitless pipeline☆10Updated 11 months ago
- A 1% accurate model of the matter power spectrum and cluster counts covariance, accurate to k = 1 h/Mpc.☆11Updated 4 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆24Updated 2 weeks ago
- Gaussian process based implementation for galaxy star formation histories with custom kernels☆13Updated last year
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Updated last year
- ☆15Updated last month
- Sky mapping with matplotlib and PROJ☆11Updated this week
- Curated list of astronomy/astrophysics code packages using JAX☆35Updated 3 weeks ago
- A pipeline for versatile strong lens sample simulations☆27Updated 4 months ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆17Updated last week
- Differentiable strong lens modelling on CPUs and GPUs☆24Updated this week
- Data and codes for self-supervised learning on the DESI legacy surveys☆36Updated 6 months ago
- Differentiable Stellar Population Synthesis☆26Updated 2 weeks ago
- Automatic Isophotal solutions for galaxy images☆27Updated 2 weeks ago
- Beyond-2pt blind data challenge☆16Updated 3 months ago
- ☆20Updated 3 years ago