DifferentiableUniverseInitiative / jax_cosmoLinks
A differentiable cosmology library in JAX
☆218Updated 5 months ago
Alternatives and similar repositories for jax_cosmo
Users that are interested in jax_cosmo are comparing it to the libraries listed below
Sorting:
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Probabilistic Programming and Nested sampling in JAX☆212Updated 3 weeks ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆253Updated last month
- Gravitational-wave data analysis tools in Jax☆77Updated 3 months ago
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆75Updated 2 months ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆106Updated this week
- Numerical quadrature with JAX☆73Updated last week
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆65Updated last week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- S2FFT: Differentiable and accelerated spherical transforms☆208Updated this week
- JAX bindings for the NVIDIA cuDecomp library☆49Updated last month
- Unitful Quantities in JAX☆46Updated 2 weeks ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated last week
- MCHMC: sampler from an arbitrary differentiable distribution☆74Updated 7 months ago
- Dingo: Deep inference for gravitational-wave observations☆106Updated last week
- Likelihood-free AMortized Posterior Estimation with PyTorch☆131Updated last year
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated last month
- Interpolation and function approximation with JAX☆231Updated this week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆72Updated last week
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 2 months ago
- A JAX package for weak gravitational lensing☆35Updated last year
- Differentiable Cosmological Forward Model☆89Updated this week
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Differentiable Gravitational Waveforms with JAX☆68Updated 4 months ago
- nessai: Nested Sampling with Artificial Intelligence☆43Updated this week
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆61Updated 2 years ago
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆50Updated 4 months ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆137Updated last month
- Astronomical time series analysis with JAX☆70Updated this week