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animations

audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

diffusion_schrodinger_bridge

PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.

diffusionbridge

diffusionworkshop.github.io

ensemblerejectionsampler

ensemblerejectionsampling

Python implementation of Ensemble Rejection sampling for exact sampling on of time-series data up to length 1,000. Experiments managed using MLFlow.

example_diffusion

Toy Diffusion/ Score Based Generative Model in Jax

filterflow

Extensible Tensorflow library for differentiable particle filtering. ICML 2021.

google-research

Google Research

hydra_example

jam

Implementation of Action Matching

jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

jtils

jtt94.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

masked_bouncy_particle_sampler

mlflow_examples

model_viz

Full stack model visualization front-end . React + flask.

py_cpp_example

Pybind11 example for numpy to C++

pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

pytorch_sinkhorn

schrodinger_bridge

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

scorebasedgenerativemodeling.github.io

Build a Jekyll blog in minutes, without touching the command line.

setup

st415-statistics-masters-dissertation

MCMC for Bayesian Non Parametric Mixture Models

stan

Stan Examples and Experiments

torch_ddpm

Minimal diffusion generative model implemented in PyTorch

wl-mechanics