probabilists / lampe
Likelihood-free AMortized Posterior Estimation with PyTorch
☆125Updated 7 months ago
Alternatives and similar repositories for lampe:
Users that are interested in lampe are comparing it to the libraries listed below
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆102Updated last year
- Simulation-based inference benchmark☆96Updated last month
- A system for scientific simulation-based inference at scale.☆163Updated 11 months ago
- Probabilistic Programming and Nested sampling in JAX☆171Updated 3 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated last month
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆224Updated this week
- Community-sourced list of papers and resources on neural simulation-based inference.☆111Updated last month
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆60Updated 9 months ago
- ☆151Updated 2 weeks ago
- The tiniest of Gaussian Process libraries☆305Updated this week
- Normalizing Flows using JAX☆83Updated last year
- State of the art inference for your bayesian models.☆204Updated 3 months ago
- Simulation-based inference in JAX☆31Updated last month
- Code for Gaussian Score Matching Variational Inference☆32Updated 3 weeks ago
- MCHMC: sampler from an arbitrary differentiable distribution☆71Updated 2 weeks ago
- Generative models with JAX.☆17Updated 2 months ago
- Conditional density estimation with neural networks☆30Updated 2 months ago
- A differentiable cosmology library in JAX☆193Updated 3 months ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆36Updated 2 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 2 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- Unleash the true power of scheduling☆30Updated last week
- ☆24Updated last year
- Gaussian processes in JAX.☆486Updated 2 weeks ago
- Differentiable and accelerated spherical transforms with JAX☆146Updated this week
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆14Updated 2 years ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆60Updated last month
- Matrix-free linear algebra in JAX.☆116Updated 2 months ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆18Updated last year
- Stainless neural networks in JAX☆32Updated last week