SamDuffield / mocat
All things Monte Carlo, written in JAX.
☆29Updated last year
Related projects ⓘ
Alternatives and complementary repositories for mocat
- Exponential families for JAX☆55Updated 2 weeks ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆95Updated last year
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- Turning SymPy expressions into JAX functions☆42Updated 3 years ago
- Tutorials and sampling algorithm comparisons☆68Updated this week
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆94Updated last year
- Documentation:☆120Updated last year
- Tools for JAX☆43Updated 2 weeks ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆52Updated 2 years ago
- Inference Combinators in JAX☆43Updated 2 weeks ago
- Upstream optimisation for downstream inference☆69Updated last week
- Normalizing Flows using JAX☆82Updated 11 months ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 4 years ago
- A generic interface for linear algebra backends☆70Updated 4 months ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆40Updated 4 years ago
- Solve ODEs fast, with support for PyMC☆107Updated 5 months ago
- State of the art inference for your bayesian models.☆163Updated last month
- Bayesian algorithm execution (BAX)☆46Updated 3 years ago
- Conditional density estimation with neural networks☆27Updated 2 months ago
- Tools for an Aesara-based PPL.☆64Updated last week
- A small library for creating and manipulating custom JAX Pytree classes☆58Updated last year
- Jax SSM Library☆50Updated last year
- Classic papers from Edwin T. Jaynes converted to latex.☆32Updated 2 years ago
- A dead simple Python package for creating custom JAX pytree objects☆61Updated 4 months ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆14Updated 2 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated 4 months ago
- Lectures on Quantitative Economics Using JAX☆28Updated 2 weeks ago
- Minimal Implementation of Bayesian Optimization in JAX☆84Updated 6 months ago
- Simulation-based inference benchmark☆89Updated 7 months ago