PabloVD / CosmoGraphNetLinks
Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
☆17Updated 2 years ago
Alternatives and similar repositories for CosmoGraphNet
Users that are interested in CosmoGraphNet are comparing it to the libraries listed below
Sorting:
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 2 months ago
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆24Updated last year
- Predict halo masses from simulations via graph neural networks☆28Updated 3 years ago
- Tutorials for the KITP Galevo23 program☆26Updated last year
- Gradient Based Nested Sampling☆20Updated last year
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- JAX-based linear Einstein-Boltzmann solver for cosmology☆18Updated last week
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated 11 months ago
- Differentiable Cosmological Forward Model☆83Updated 2 weeks ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆48Updated last week
- Weighing Black Holes 🔭🤖☆13Updated 3 years ago
- A Jax wrapper for cudaKDTree☆10Updated last year
- Predicting galaxy spectra from images☆18Updated 2 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆69Updated last month
- ☆16Updated 4 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Implemenation of PQMass from Lemos et al. 2024☆15Updated 2 months ago
- ☆22Updated last year
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 7 months ago
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated last week
- A JAX package for weak gravitational lensing☆35Updated last year
- ☆18Updated 2 weeks ago
- Coverage tests to check the quality of your posterior estimators.☆30Updated 11 months ago
- Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.☆39Updated 2 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆29Updated 8 months ago
- An experiment: emcee implemented in JAX☆25Updated 3 years ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆39Updated last month