probabilists / lampeLinks
Likelihood-free AMortized Posterior Estimation with PyTorch
☆131Updated last year
Alternatives and similar repositories for lampe
Users that are interested in lampe are comparing it to the libraries listed below
Sorting:
- A system for scientific simulation-based inference at scale.☆163Updated last year
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last week
- Simulation-based inference benchmark☆107Updated 11 months ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆255Updated last month
- Community-sourced list of papers and resources on neural simulation-based inference.☆138Updated last month
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆79Updated 6 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- Probabilistic Programming and Nested sampling in JAX☆216Updated last week
- Simulation-based inference in JAX☆42Updated last month
- ☆205Updated last month
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆21Updated last year
- The tiniest of Gaussian Process libraries☆327Updated 3 weeks ago
- ☆30Updated 2 years ago
- A differentiable cosmology library in JAX☆219Updated 5 months ago
- Conditional density estimation with neural networks☆35Updated 11 months ago
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated 2 weeks ago
- Generative models with JAX.☆20Updated 11 months ago
- Stainless neural networks in JAX☆34Updated 2 weeks ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Normalizing Flows using JAX☆85Updated 2 years ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆37Updated 2 years ago
- Code for Gaussian Score Matching Variational Inference☆35Updated 10 months ago
- Unleash the true power of scheduling☆33Updated 8 months ago
- Gravitational-wave data analysis tools in Jax☆79Updated 4 months ago
- 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
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆45Updated 8 months ago
- Minimal Implementation of Bayesian Optimization in JAX☆100Updated 8 months ago
- Gaussian Mixture Models in Jax☆23Updated 5 months ago
- Add a tqdm progress bar to your JAX scans and loops.☆121Updated 7 months ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated last month