Stars
Implements Inside-Out SMC^2, a nested sequential Monte Carlo algorithm developed for Bayesian experimental design in dynamical systems.
A set of scripts to synchronize a kobo reader with popular cloud services
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.
Productive, portable, and performant GPU programming in Python.
Code repository for Particle Denoising Diffusion Sampler
Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
🌍 Real-time 3D visualization of Nano cryptocurrency networks - Watch live transactions fly across an interactive globe with 🚀 SpaceX-inspired animations
State-space model perspective on rating systems (pairwise comparisons).
Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.
Parallel-in-Time ODE Filters in Jax
💥💻💥 A data-parallel functional programming language
Spelling, grammar and style checking on LaTeX documents
mattjj / oryx
Forked from jax-ml/oryxOryx is a library for probabilistic programming and deep learning built on top of Jax.
Tutorials and sampling algorithm comparisons
Probabilistic programming via source rewriting
This tutorial is a basic guide to understanding the Zig-Zag Sampling method. This document is released with the aim of diffusion and share of knowledge.
Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes
Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.com/nathanaelbosch/ProbNumDiffEq.jl for Julia code.
Manifold Markov chain Monte Carlo methods in Python
A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algorithms, both in a sequential and parallel fashion, as well a…
Numba-accelerated statistical distributions
Coupled Rejection Sampler