georgestein / ml-in-cosmologyView external linksLinks
A comprehensive list of published machine learning applications to cosmology
☆429Apr 27, 2023Updated 2 years ago
Alternatives and similar repositories for ml-in-cosmology
Users that are interested in ml-in-cosmology are comparing it to the libraries listed below
Sorting:
- a differentiable lensing simulator☆10Jan 18, 2022Updated 4 years ago
- Large suite of N-body simulations☆97Jan 29, 2026Updated 2 weeks ago
- DESC Core Cosmology Library: cosmology routines with validated numerical accuracy☆158Updated this week
- Cosmological map inference with deep learning☆15Nov 3, 2021Updated 4 years ago
- Libraries to analyze numerical simulations☆44Dec 14, 2020Updated 5 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 2 years ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Jan 18, 2024Updated 2 years ago
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 3 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago
- A differentiable cosmology library in JAX☆223Jun 27, 2025Updated 7 months ago
- A JAX package for weak gravitational lensing☆35Apr 30, 2024Updated last year
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Jul 27, 2021Updated 4 years ago
- Code for Anisotropies in the Microwave Background☆238Feb 6, 2026Updated last week
- tutorials on shape measurement☆10Jan 5, 2022Updated 4 years ago
- differentiable boltzmann code☆44Feb 6, 2025Updated last year
- The galaxy survey codex☆17Jul 12, 2024Updated last year
- Code for efficiently computing 2-point and 3-point correlation functions. For documentation, go to☆109Sep 8, 2025Updated 5 months ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆33Updated this week
- A pipeline for versatile strong lens sample simulations☆34Jul 16, 2024Updated last year
- Code for Bayesian Analysis☆159Updated this week
- Libraries to analyze numerical simulations (python3)☆68Sep 23, 2025Updated 4 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆25Dec 11, 2025Updated 2 months ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Aug 12, 2024Updated last year
- Differentiable Cosmological Forward Model☆90Updated this week
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Aug 17, 2022Updated 3 years ago
- Michigan summer school materials☆14Jun 5, 2020Updated 5 years ago
- Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models☆117Jan 26, 2026Updated 3 weeks ago
- 饕餮：A curated collection of resources for astrophysical research☆455Jul 27, 2024Updated last year
- A unified pseudo-Cl framework☆65Dec 16, 2025Updated 2 months ago
- Official repository for 21cmFAST: a code for generating fast simulations of the cosmological 21cm signal☆71Updated this week
- Examples for usage of the Core Cosmology Library☆31Apr 20, 2025Updated 9 months ago
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆20Updated this week
- Daily dose of astro-ph reading☆41Feb 25, 2021Updated 4 years ago
- Shape Measurement Pipeline☆17Updated this week
- SOXS: Simulated Observations of X-ray Sources☆16Feb 2, 2026Updated 2 weeks ago
- a basic numpy/scipy-based cosmology package for python☆48Jun 7, 2023Updated 2 years ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Oct 13, 2022Updated 3 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32May 12, 2023Updated 2 years ago
- Multi-purpose lens modeling software package☆212Updated this week