martin-marek / mini-hmc-jax
A simple implementation of Hamiltonian Monte Carlo in JAX.
☆16Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for mini-hmc-jax
- Generative models with JAX.☆18Updated 9 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆30Updated last year
- ☆19Updated last year
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆11Updated 8 months ago
- Simulation-based inference in JAX☆21Updated last month
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated 4 months ago
- Stainless neural networks in JAX☆30Updated 3 weeks ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆14Updated 2 years ago
- Coverage tests to check the quality of your posterior estimators.☆26Updated 2 months ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆35Updated last year
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆17Updated last year
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last year
- Things that make me feel productive☆15Updated 2 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆22Updated 6 months ago
- nessai: Nested Sampling with Artificial Intelligence☆36Updated this week
- Conditional density estimation with neural networks☆27Updated 2 months ago
- Meeting repo for likelihood free inference meeting☆15Updated 2 years ago
- ☆16Updated 3 years ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆43Updated 4 months ago
- Diagnostics for Conditional Density Estimators and Bayesian Inference Algorithms☆14Updated 2 years ago
- JAX bindings for the NVIDIA cuDecomp library☆24Updated 2 weeks ago
- Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".☆12Updated last year
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- Gradient Based Nested Sampling☆13Updated 9 months ago
- Normalizing Flows using JAX☆82Updated 11 months ago
- Code for Gaussian Score Matching Variational Inference☆27Updated 3 weeks ago
- Differentiable and accelerated wavelet transform on the sphere with JAX☆15Updated 6 months ago
- A JAX package for weak gravitational lensing☆30Updated 6 months ago
- MCHMC: sampler from an arbitrary differentiable distribution☆70Updated this week
- a differentiable lensing simulator☆10Updated 2 years ago