sVltege

bark

🔊 Text-Prompted Generative Audio Model

TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

covid-19-data

A repository of data on coronavirus cases and deaths in the U.S.

pytorch-cifar

95.47% on CIFAR10 with PyTorch

diffrax

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

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

NeuralCDE

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

awesome-very-deep-learning

♾A curated list of papers and code about very deep neural networks

slack-archive

Generate static HTML archives of Slack workspaces

awesome-xai

Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources

neuralRDEs

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

anode

[IJCAI'19, NeurIPS'19] Anode: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs

neural-flows-experiments

Experiments for Neural Flows paper

diffeqml-research

This repository contains code released by DiffEqML Research

torchdeq

Modern Fixed Point Systems using Pytorch

NeuralLaplace

Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.

deq-ddim

sonode

Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"

snopt

Second-Order Neural ODE Optimizer, NeurIPS 2021 spotlight

StatefulOdeNets

Refining continuous-in-depth neural networks

Dynamic-Graphs-Construction

Official Codes

neural-ode-features

Pytorch code to train image classifiers based on ODE Nets on MNIST and CIFAR-10, extract features and test robustness to adversarial examples

deq-ddim

neural-mf

slack-data-export

Exports messages and downloads files at Slack.

NDDE

PyTorch Implementation of Neural DDEs

MoriZwanzigModalDecomposition.jl

This repository contains the source codes for the manuscript "Mori-Zwanzig Modal Decomposition". The source codes were reviewed and approved with a LANL O-number O4678

NDDE

Neural DDE solver

Spectral_NIE

Lightweight-nmODE-Decoders-For-U-like-networks