kazewong / flowMCLinks
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
☆252Updated 3 weeks ago
Alternatives and similar repositories for flowMC
Users that are interested in flowMC are comparing it to the libraries listed below
Sorting:
- Probabilistic Programming and Nested sampling in JAX☆211Updated this week
- ☆198Updated 3 weeks ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- MCHMC: sampler from an arbitrary differentiable distribution☆74Updated 6 months ago
- A differentiable cosmology library in JAX☆216Updated 4 months ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆135Updated 2 weeks ago
- Interpolation and function approximation with JAX☆230Updated last week
- Simulation-based inference in JAX☆40Updated 7 months ago
- Gravitational-wave data analysis tools in Jax☆75Updated 3 months ago
- Numerical quadrature with JAX☆73Updated last week
- The tiniest of Gaussian Process libraries☆327Updated last week
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆74Updated last month
- Likelihood-free AMortized Posterior Estimation with PyTorch☆131Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated 2 weeks ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆106Updated 2 weeks ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆74Updated 5 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last month
- Simulation-based inference benchmark☆106Updated 9 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆71Updated last week
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated 3 weeks ago
- Unitful Quantities in JAX☆46Updated this week
- S2FFT: Differentiable and accelerated spherical transforms☆208Updated this week
- Generative models with JAX.☆20Updated 10 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- nessai: Nested Sampling with Artificial Intelligence☆43Updated 2 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆27Updated 9 months ago
- Gaussian processes in JAX and Flax.☆554Updated this week
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆50Updated 4 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Gradient Based Nested Sampling☆20Updated last year