SamDuffield / mocatLinks
All things Monte Carlo, written in JAX.
☆31Updated 2 years ago
Alternatives and similar repositories for mocat
Users that are interested in mocat are comparing it to the libraries listed below
Sorting:
- Exponential families for JAX☆73Updated 3 weeks ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- Stencil computations in JAX☆71Updated last year
- Probabilistic Programming and Nested sampling in JAX☆198Updated last week
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated 4 months ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆40Updated last year
- Tutorials and sampling algorithm comparisons☆75Updated this week
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- A generic interface for linear algebra backends☆73Updated 5 months ago
- A dead simple Python package for creating custom JAX pytree objects☆64Updated 9 months ago
- Normalizing Flows using JAX☆84Updated last year
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 7 months ago
- Documentation:☆121Updated 2 years ago
- Tools for an Aesara-based PPL.☆66Updated 9 months ago
- State of the art inference for your bayesian models.☆221Updated 3 months ago
- Gaussian Mixture Models in Jax☆22Updated last month
- Tools for JAX☆49Updated 2 weeks ago
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆42Updated 2 years ago
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated 3 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆57Updated last year
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆47Updated last month
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated 2 months ago
- Jax SSM Library☆49Updated 2 years ago
- Conditional density estimation with neural networks☆32Updated 7 months ago
- probabilistic programming focused on fun☆41Updated 2 weeks ago
- JAX + Units☆48Updated last week
- Matrix-free linear algebra in JAX.☆135Updated last week
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆50Updated 4 months ago
- Bibtex for various Python science and machine learning software☆33Updated 2 years ago