probabilists / lampe
Likelihood-free AMortized Posterior Estimation with PyTorch
☆121Updated 4 months ago
Alternatives and similar repositories for lampe:
Users that are interested in lampe are comparing it to the libraries listed below
- Simulation-based inference benchmark☆95Updated last month
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆207Updated 2 weeks ago
- ☆129Updated 3 weeks ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆105Updated last month
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆99Updated last year
- A system for scientific simulation-based inference at scale.☆163Updated 9 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated 7 months ago
- Probabilistic Programming and Nested sampling in JAX☆161Updated last month
- Normalizing Flows using JAX☆82Updated last year
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆52Updated 7 months ago
- The tiniest of Gaussian Process libraries☆300Updated last week
- Simulation-based inference in JAX☆29Updated this week
- MCHMC: sampler from an arbitrary differentiable distribution☆72Updated this week
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆52Updated 2 years ago
- State of the art inference for your bayesian models.☆194Updated last month
- Generative models with JAX.☆17Updated 2 weeks ago
- Conditional density estimation with neural networks☆29Updated 4 months ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆36Updated last year
- Stainless neural networks in JAX☆32Updated 3 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆107Updated last year
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆17Updated 11 months ago
- Gaussian processes in JAX.☆473Updated last month
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆42Updated 11 months ago
- A differentiable cosmology library in JAX☆186Updated 3 weeks ago
- Add a tqdm progress bar to your JAX scans and loops.☆101Updated 2 months ago
- Code for Gaussian Score Matching Variational Inference☆28Updated 3 months ago
- A generic interface for linear algebra backends☆71Updated 6 months ago
- Agustinus' very opiniated publication-ready plotting library☆61Updated 4 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆57Updated last month
- Neural likelihood-free methods in PyTorch.☆39Updated 4 years ago