A comprehensive list of published machine learning applications to cosmology
☆436Apr 27, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Large suite of N-body simulations☆106Jul 14, 2026Updated 3 months ago
- Cosmological map inference with deep learning☆18Nov 3, 2021Updated 4 years ago
- a differentiable lensing simulator☆12Jan 18, 2022Updated 4 years ago
- DESC Core Cosmology Library: cosmology routines with validated numerical accuracy☆160Updated this week
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆14Jan 18, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Libraries to analyze numerical simulations☆45Dec 14, 2020Updated 5 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 3 years ago
- A differentiable cosmology library in JAX☆248Jun 27, 2025Updated last year
- Libraries to analyze numerical simulations (python3)☆75Feb 23, 2026Updated 7 months ago
- A JAX package for weak gravitational lensing☆36Apr 30, 2024Updated 2 years ago
- Code for Anisotropies in the Microwave Background☆260Updated this week
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 4 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 4 years ago
- differentiable boltzmann code☆44Feb 6, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆16Aug 17, 2022Updated 4 years ago
- Michigan summer school materials☆14Jun 5, 2020Updated 6 years ago
- Code for efficiently computing 2-point and 3-point correlation functions. For documentation, go to☆114Sep 1, 2026Updated last month
- Differentiable Cosmological Forward Model☆94Jun 12, 2026Updated 4 months ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Jul 27, 2021Updated 5 years ago
- Official repository for 21cmFAST: a code for generating fast simulations of the cosmological 21cm signal☆81Updated this week
- Code for Bayesian Analysis☆182Aug 25, 2026Updated last month
- A library containing analysis and theory tools for cosmological data.☆18Updated this week
- Data and codes for self-supervised learning on the DESI legacy surveys☆45Apr 26, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Educational materials for topics related to CosmoStat activities.☆41Feb 6, 2026Updated 8 months ago
- 饕餮：A curated collection of resources for astrophysical research☆470Jul 27, 2024Updated 2 years ago
- Analysis kit for large-scale structure datasets, the massively parallel way☆122Nov 7, 2025Updated 11 months ago
- tutorials on shape measurement☆10Jan 5, 2022Updated 4 years ago
- A pipeline for versatile strong lens sample simulations☆38Jul 16, 2024Updated 2 years ago
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆16Jul 28, 2026Updated 2 months ago
- ⚡️⚡️⚡️Blazing fast correlation functions on the CPU.☆205Aug 16, 2026Updated 2 months ago
- Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models☆120Aug 17, 2026Updated 2 months ago
- The galaxy survey codex☆17Oct 1, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Software written to analyze the output of the CAMEL simulations.☆53Oct 6, 2026Updated last week
- Deep learning strong lens finder☆26May 9, 2018Updated 8 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆19Jul 20, 2026Updated 2 months ago
- Daily dose of astro-ph reading☆41Feb 25, 2021Updated 5 years ago
- A cosmological tool for emulation of various basic statistics of dark matter haloes based on Dark Quest project (https://darkquestcosmolo…☆27Aug 5, 2025Updated last year
- A system for scientific simulation-based inference at scale.☆172Mar 30, 2024Updated 2 years ago
- simple simulations for testing weak lensing shear measurement☆14Apr 24, 2026Updated 5 months ago