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 last month
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆24Updated 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
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆18Updated last month
- Gradient Based Nested Sampling☆20Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆45Updated 2 weeks ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated 10 months ago
- ☆22Updated last year
- Tutorials for the KITP Galevo23 program☆26Updated last year
- A Jax wrapper for cudaKDTree☆10Updated last year
- Implemenation of PQMass from Lemos et al. 2024☆15Updated 2 months ago
- Predicting galaxy spectra from images☆18Updated 2 years ago
- Predict halo masses from simulations via graph neural networks☆28Updated 3 years ago
- Coverage tests to check the quality of your posterior estimators.☆31Updated 10 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- ☆16Updated 4 years ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆16Updated last year
- Weighing Black Holes 🔭🤖☆13Updated 3 years ago
- A python package for making arbitrarily structured, arbitrary-dimension boxes☆26Updated this week
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated last week
- Differentiable Cosmological Forward Model☆81Updated 3 months ago
- Normalising flows implemented using nflows☆27Updated 8 months ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last month
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Curated list of astronomy/astrophysics code packages using JAX☆45Updated 6 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- ☆13Updated 2 years ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated 3 weeks ago
- Spectrum encoder and decoder☆40Updated 3 months ago