martin-marek / mini-hmc-jaxLinks
A simple implementation of Hamiltonian Monte Carlo in JAX.
☆20Updated last year
Alternatives and similar repositories for mini-hmc-jax
Users that are interested in mini-hmc-jax are comparing it to the libraries listed below
Sorting:
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- ☆30Updated 2 years ago
- nessai: Nested Sampling with Artificial Intelligence☆44Updated last week
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated last month
- Gravitational-wave data analysis tools in Jax☆78Updated 4 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last week
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Gradient Based Nested Sampling☆20Updated last year
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 5 months ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated 2 months ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated 3 weeks ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆12Updated 5 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆73Updated 3 weeks ago
- A JAX package for weak gravitational lensing☆35Updated last year
- Normalising flows implemented using nflows☆27Updated last month
- An experiment: emcee implemented in JAX☆27Updated 3 years ago
- ☆12Updated 10 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆42Updated last month
- Differentiable Gravitational Waveforms with JAX☆71Updated 5 months ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- A differentiable cosmology library in JAX☆221Updated 6 months ago
- Stainless neural networks in JAX☆34Updated last month
- Generative models with JAX.☆20Updated last year
- ☆16Updated 5 years ago