jwuphysics / predicting-spectra-from-imagesLinks
Predicting galaxy spectra from images
☆19Updated 2 years ago
Alternatives and similar repositories for predicting-spectra-from-images
Users that are interested in predicting-spectra-from-images are comparing it to the libraries listed below
Sorting:
- Tutorials for the KITP Galevo23 program☆29Updated 2 years ago
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆18Updated 3 years ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 5 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated 2 years ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆25Updated 2 years ago
- A JAX package for weak gravitational lensing☆35Updated last year
- ☆16Updated 5 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated last year
- tutorials on shape measurement☆10Updated 4 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆42Updated last month
- Curated list of astronomy/astrophysics code packages using JAX☆51Updated last month
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆32Updated last week
- Benchmarking field-level cosmological inference from galaxy surveys.☆12Updated 6 months ago
- The galaxy survey codex☆17Updated last year
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 3 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated last year
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Data and codes for self-supervised learning on the DESI legacy surveys☆45Updated last year
- Transformer based foundation model for astronomy☆43Updated 2 weeks ago
- Autoencoders for galaxies☆11Updated 4 years ago
- Cosmological map inference with deep learning☆15Updated 4 years ago
- Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.☆19Updated 2 years ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆40Updated 2 years ago
- An experiment: emcee implemented in JAX☆28Updated 3 years ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- A pipeline for versatile strong lens sample simulations☆34Updated last year
- Cobaya-Cosmolike Architecture (From Cosmolike Org)☆22Updated this week
- Predict halo masses from simulations via graph neural networks☆28Updated 4 years ago
- SED fitting comparison on CANDELS observations☆15Updated 3 years ago