dirmeier / sbijaxLinks
Simulation-based inference in JAX
☆32Updated 2 months ago
Alternatives and similar repositories for sbijax
Users that are interested in sbijax are comparing it to the libraries listed below
Sorting:
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated last week
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆67Updated this week
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated last month
- Generative models with JAX.☆17Updated 5 months ago
- Conditional density estimation with neural networks☆31Updated 5 months ago
- Gradient Based Nested Sampling☆20Updated last year
- Numerical quadrature with JAX☆65Updated this week
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated last week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆68Updated 2 weeks ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- Orthogonal polynomials with JAX☆22Updated this week
- ☆27Updated last year
- Unitful Quantities in JAX☆41Updated 2 weeks ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆118Updated last month
- Code for Gaussian Score Matching Variational Inference☆34Updated 4 months ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆23Updated 2 years ago
- Gaussian Mixture Models in Jax☆20Updated 4 months ago
- Stainless neural networks in JAX☆34Updated last week
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆41Updated last week
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last month
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆72Updated 2 months ago
- Finite difference tools in JAX☆20Updated last year
- Conditional Flow Matching using JAX☆13Updated 2 years ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆97Updated last week
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆25Updated last year
- A small library of paramaterizations and parameter constraints for PyTrees.☆34Updated last month
- Meeting repo for likelihood free inference meeting☆14Updated 2 years ago
- Unleash the true power of scheduling☆29Updated 2 months ago