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deepwave

Wave propagation modules for PyTorch.

deepxde

A library for scientific machine learning and physics-informed learning

deq-flow

Deep Equilibrium Optical Flow Estimation

dgm_pytorch

difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

diffusionvae

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dla

Deep learning for audio processing

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dpgn

Differentiable Physics-informed Graph Networks

drawio-desktop

Official electron build of diagrams.net

dyffusion

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

dynamicviz

earth

a project to visualize global weather conditions

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

expansion

Upgrading Optical Flow to 3D Scene Flow through Optical Expansion, CVPR 2020 (Oral).

ezflow

A modular PyTorch library for optical flow estimation using neural networks

falsr

Fast, Accurate and Lightweight Super-Resolution models

fastbook

Draft of the fastai book

fdm-book

Resources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen

fdtd

A 3D electromagnetic FDTD simulator written in Python with optional GPU support

fdtd_matlab_2d

2-D Acoustic FDTD Simulation Demo in Matlab script

ferminet

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

fieldplay

A vector field explorer

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

flownet3d

FlowNet3D: Learning Scene Flow in 3D Point Clouds (CVPR 2019)

flownetpytorch

Pytorch implementation of FlowNet by Dosovitskiy et al.

fmaplib

An implementation of the Functional Map framework for finding correspondences between Meshes, Images or Graphs.

framing-u-net