DifferentiableUniverseInitiative / jax_cosmoLinks
A differentiable cosmology library in JAX
☆211Updated last month
Alternatives and similar repositories for jax_cosmo
Users that are interested in jax_cosmo are comparing it to the libraries listed below
Sorting:
- Probabilistic Programming and Nested sampling in JAX☆193Updated last month
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆249Updated last month
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆99Updated this week
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆74Updated 3 months ago
- Gravitational-wave data analysis tools in Jax☆73Updated this week
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated this week
- Numerical quadrature with JAX☆66Updated last week
- JAX-powered Cosmological Particle-Mesh N-body Solver☆52Updated 3 weeks ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- Unitful Quantities in JAX☆42Updated last month
- Interpolation and function approximation with JAX☆209Updated last week
- JAX bindings for the NVIDIA cuDecomp library☆39Updated last month
- S2FFT: Differentiable and accelerated spherical transforms☆198Updated this week
- Likelihood-free AMortized Posterior Estimation with PyTorch☆130Updated 11 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated 3 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆48Updated 3 weeks ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated this week
- Community-sourced list of papers and resources on neural simulation-based inference.☆121Updated 2 months ago
- Differentiable Cosmological Forward Model☆83Updated last month
- A JAX package for weak gravitational lensing☆35Updated last year
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated last month
- Differentiable Gravitational Waveforms with JAX☆60Updated last week
- Dingo: Deep inference for gravitational-wave observations☆93Updated last week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆69Updated 2 months ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆58Updated last year
- Astronomical time series analysis with JAX☆63Updated last week