kazewong / flowMCLinks
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
☆239Updated last week
Alternatives and similar repositories for flowMC
Users that are interested in flowMC are comparing it to the libraries listed below
Sorting:
- ☆161Updated 3 weeks ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Probabilistic Programming and Nested sampling in JAX☆181Updated last week
- Interpolation and function approximation with JAX☆190Updated 3 weeks ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆115Updated 2 weeks ago
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated last month
- A differentiable cosmology library in JAX☆199Updated 5 months ago
- The tiniest of Gaussian Process libraries☆307Updated 3 weeks ago
- Numerical quadrature with JAX☆61Updated 3 weeks ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆128Updated 9 months ago
- Simulation-based inference benchmark☆97Updated 4 months ago
- Gravitational-wave data analysis tools in Jax☆70Updated this week
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆72Updated last month
- Simulation-based inference in JAX☆31Updated last month
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆95Updated this week
- Probabilistic modeling of tabular data with normalizing flows.☆56Updated last week
- Gaussian processes in JAX and Flax.☆515Updated 2 weeks ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆67Updated 11 months ago
- Fully and Partially Bayesian Neural Nets☆69Updated last month
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆103Updated last year
- S2FFT: Differentiable and accelerated spherical transforms☆192Updated this week
- Generative models with JAX.☆17Updated 5 months ago
- Unitful Quantities in JAX☆40Updated last week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆68Updated last week
- Add a tqdm progress bar to your JAX scans and loops.☆109Updated 3 weeks ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 4 months ago
- State of the art inference for your bayesian models.☆218Updated last month
- Code for Gaussian Score Matching Variational Inference☆33Updated 3 months ago
- Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)☆11Updated last year