A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thing.
☆60Mar 26, 2022Updated 4 years ago
Alternatives and similar repositories for astroddpm
Users that are interested in astroddpm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Benchmarking field-level cosmological inference from galaxy surveys.☆14Jul 17, 2025Updated 11 months ago
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Feb 26, 2023Updated 3 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated last year
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 4 years ago
- tutorials on shape measurement☆10Jan 5, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆13Dec 12, 2022Updated 3 years ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆42Jun 19, 2023Updated 3 years ago
- detecting anomalies in hyper suprime-cam images with generative adversarial networks☆11Aug 3, 2021Updated 4 years ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Jul 27, 2021Updated 4 years ago
- Transformer based foundation model for astronomy☆48Jun 28, 2026Updated last week
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆34Updated this week
- Data and codes for self-supervised learning on the DESI legacy surveys☆45Apr 26, 2024Updated 2 years ago
- Multimodal contrastive pretraining for astronomical data☆179Dec 17, 2025Updated 6 months ago
- ML-friendly datasets of galaxy images and labels☆66Oct 26, 2025Updated 8 months ago
- 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.
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆19Aug 12, 2024Updated last year
- Multi-purpose lens modeling software package☆218Jun 23, 2026Updated last week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆34May 12, 2023Updated 3 years ago
- A pipeline for versatile strong lens sample simulations☆34Jul 16, 2024Updated last year
- 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
- Cosmological map inference with deep learning☆15Nov 3, 2021Updated 4 years ago
- Code for Leung & Bovy 2023☆27Sep 5, 2024Updated last year
- Repository with the code of "HNPE: Leveraging Global Parameters for Neural Posterior Estimation"☆14Mar 18, 2024Updated 2 years ago
- Autoencoders for galaxies☆11Jul 29, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Differentiable strong lens modelling on CPUs and GPUs☆32Jun 23, 2026Updated last week
- Updated version of the Sparse Lens Inversion Technique (SLIT) for use within the lens modelling code lenstronomy☆10Jan 31, 2022Updated 4 years ago
- hyperspectral galaxy modeling and deblending☆58Aug 14, 2024Updated last year
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆21Jun 22, 2026Updated last week
- Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…☆17Oct 18, 2024Updated last year
- Conduct simulation-based inference on strong gravitational lensing systems.☆18Aug 1, 2024Updated last year
- poppy derivatives☆22Aug 13, 2021Updated 4 years ago
- Weak lensing fast simulations and analysis of blended objects.☆15Oct 27, 2025Updated 8 months ago
- GalSim based Rubin Observatory image simulation package☆42Jun 10, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 4 years ago
- ☆13Jun 25, 2026Updated last week
- A repository to store state of the art score model architectures☆63Dec 10, 2025Updated 6 months ago
- A Snakemake workflow for Fermi-LAT data reduction☆12Aug 12, 2025Updated 10 months ago
- A Python module that provides a unified interface to access mock galaxy catalogs and more for the LSST DESC☆26Apr 15, 2026Updated 2 months ago
- Material for the CMU Quarks2Cosmos Conference Data Challenges☆14Aug 16, 2023Updated 2 years ago
- Code for DCPS algorithm, NeurIPS 2024, https://arxiv.org/abs/2403.11407☆12Dec 11, 2024Updated last year