DifferentiableUniverseInitiative / jax_cosmo
A differentiable cosmology library in JAX
☆186Updated 3 weeks ago
Alternatives and similar repositories for jax_cosmo:
Users that are interested in jax_cosmo are comparing it to the libraries listed below
- Probabilistic Programming and Nested sampling in JAX☆161Updated last month
- Differentiable and accelerated spherical transforms with JAX☆142Updated 3 weeks ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆207Updated 2 weeks ago
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆62Updated 6 months ago
- A system for scientific simulation-based inference at scale.☆163Updated 9 months ago
- Interpolation and function approximation with JAX☆145Updated this week
- Numerical quadrature with JAX☆50Updated this week
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆84Updated last week
- Gravitational-wave data analysis tools in Jax☆60Updated last month
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆107Updated last year
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆59Updated this week
- MCHMC: sampler from an arbitrary differentiable distribution☆72Updated this week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆57Updated last month
- Differentiable Gravitational Waveforms with JAX☆55Updated 4 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆31Updated last year
- Dingo: Deep inference for gravitational-wave observations☆68Updated last week
- JAX-powered Cosmological Particle-Mesh N-body Solver☆34Updated 3 weeks ago
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated 7 months ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆105Updated last month
- ☆129Updated 3 weeks ago
- Differentiable Cosmological Forward Model☆75Updated last month
- The tiniest of Gaussian Process libraries☆300Updated last week
- Unitful Quantities in JAX☆29Updated this week
- A spherical convolutional neural network for cosmology (TFv2).☆20Updated 9 months ago
- nessai: Nested Sampling with Artificial Intelligence☆37Updated this week
- Likelihood-free AMortized Posterior Estimation with PyTorch☆121Updated 4 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆23Updated 2 weeks ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- Stencil computations in JAX☆70Updated last year
- ☆21Updated last year