DifferentiableUniverseInitiative / JaxPMLinks
JAX-powered Cosmological Particle-Mesh N-body Solver
☆43Updated 3 weeks ago
Alternatives and similar repositories for JaxPM
Users that are interested in JaxPM are comparing it to the libraries listed below
Sorting:
- Curated list of astronomy/astrophysics code packages using JAX☆43Updated 6 months ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆16Updated last month
- Astronomy Research + JAX Meeting 2024☆13Updated 7 months ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆16Updated last year
- Gradient Based Nested Sampling☆20Updated last year
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last month
- Differentiable Likelihood for CMB Analysis☆19Updated last week
- Robust ML in Astro☆56Updated last week
- Unitful Quantities in JAX☆40Updated this week
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- Differentiable Cosmological Forward Model☆79Updated 3 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 2 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- nessai: Nested Sampling with Artificial Intelligence☆40Updated this week
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated last month
- JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro☆15Updated 3 months ago
- Machine Learning - accelerated Bayesian inference☆68Updated 5 months ago
- A JAX package for weak gravitational lensing☆33Updated last year
- Differentiable Gravitational Waveforms with JAX☆57Updated 9 months ago
- ☆18Updated this week
- Gravitational-wave data analysis tools in Jax☆71Updated this week
- Coverage tests to check the quality of your posterior estimators.☆30Updated 9 months ago
- Differentiable Stellar Population Synthesis☆28Updated last month
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆86Updated 2 weeks ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 3 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated last week
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last month
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- Generator for Large Scale Structure☆39Updated this week