duvenaud

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

open-data

Free football data from StatsBomb

HLearn

Homomorphic machine learning

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

bayesoptbook.github.io

Companion webpage for the book "Bayesian Optimization" by Roman Garnett

lietorch

yatima-lang-alpha

A programming language for the decentralized web

graph-neural-pde

Graph Neural PDEs

transformer-walkthrough

A walkthrough of transformer architecture code

residual-flows

code for "Residual Flows for Invertible Generative Modeling".

zuko

Normalizing flows in PyTorch

synjax

bayeSDE

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

sandbox-grounded-qa

A sandbox repo for grounded question answering with Cohere and Google Search

transformer_grammars

Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale, TACL (2022)

jax_fdm

Auto-differentiable and hardware-accelerated force density method

nbody

N body gravity attraction problem solver

time_series_explainability

neural-datalog-through-time

Source code for Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification (ICML 2020).

esh_dynamics

Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling

JAX-BO

jump-diffusion

strux

Latent-Neural-Differential-Equations-for-Video-Generation

Official code repository for Latent Neural Differential Equations for Video Generation.

relearn

Reinforcement learning with Rust

mamdp

Code for the paper "How RL Agents Behave When Their Actions Are Modified"

SDENet-UQ-ESL

SDENet as Uncertainty Quantification Method for EEG Source Localization

inference_suboptimality

Replication of Inference Suboptimality in Variational Autoencoders (Cremer, Li, Duvenaud) ATML

high-order-splitting

High order numerical simulation of SDEs satisfying a commutativity condition

high-order-langevin

High order numerical simulation of the underdamped Langevin diffusion