AdrienCorenflos

particle_mala

Gradient-informed particle MCMC methods

aux-ssm-samplers

Auxiliary Kalman and particle Gibbs samplers for Feynman-Kac (state-space) models.

parallel-ps

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

coupled_rejection_sampling

Coupled Rejection Sampler

bfs-project

journal-club

A (potential) collection of notebooks used for the journal club presentations

parallel-Hilbert

JAX implementation of Hilbert sorting

AdrienCorenflos

Profile README

aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

djwhacks

Test repo for sharing code snippets and learning about git

fp-ssc-course

An introduction to functional programming for scalable statistical computing

garimasingh128

Most popular GitHub Readme template to create your awesome introduction Readme on GitHub 🚀

geomloss

Geometric loss functions between point clouds, images and volumes

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jmlr-style-file

LaTeX style file for the Journal of Machine Learning Research

JSL

Jax SSM Library

julia-tutorial

logreg

Bayesian inference for a logistic regression model in various languages

minimal

Minimal is a Jekyll theme for GitHub Pages

parallel-gps

GPFlow based implementation of temporal parallellization of state space GPs

particles-1

Sequential Monte Carlo in python

POT

POT : Python Optimal Transport

probability

Probabilistic reasoning and statistical analysis in TensorFlow

sqrt-parallel-smoothers

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 as efficient gradient rules for computing gradients of required quantities (such as the pseudo-loglikelihood of the system).

ssm-experimental

Experimental folder for state space modeling code

ssm-jax

State Space Models library in JAX

tempered-smc-optimization

Tempered optimization small project

torchsort

Fast, differentiable sorting and ranking in PyTorch

v238

Proceedings of AISTATS 2024