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deepxde

A library for scientific machine learning

deoldify

A Deep Learning based project for colorizing and restoring old images

dflo

Discontinuous Galerkin solver for compressible flows

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。

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dualsphysics

C++/CUDA/OpenMP based Smoothed Particle Hydrodynamics (SPH) Solver

e-book

Python电子书、Django电子书、鸟哥的Linux私房菜第四版PDF

east

A tensorflow implementation of EAST text detector

epanet-rtx

Real-time extension to the EPANET hydraulic toolkit

epanet2.2

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fbsnns

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

fem

Notes on finite element method

fenics-colab

fenics-drl

Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.

fenics-examples

A collection of examples that demonstrate how FEniCS is used to solve PDEs on regular and irregular geometries. Written in Python.

fenics-notes

Lecture notes and Jupyter Notebooks on FEM methods using FEniCS.

fenics-topopt

Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University.

fenics-tutorial

Source files and published documents for the FEniCS tutorial.

fenics_topopt_foam

Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.

fenicssolver

multiphysics FEM solver based on Fenics library

fenicstools

fluidfoam

OpenFoam postprocessing python tool

fluids_v3

GPU SPH fluids v3 from http://fluids3.com by Rama Hoetzlein

fluidstructureinteraction

Fluid Structure Interaction Solvers (with OpenFOAM frame)

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

freecad

This is the official source code of FreeCAD, a free and opensource multiplatform 3D parametric modeler.

galerkin-transformer

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax

gaussian-random-fields

Matlab script to generate non-isotropic gaussian random fields with Matern covariance parametrization. The covariance matrix is factorised using circulant embedding.

gaussian-random-fields-1

A tutorial on Gaussian Random Fields.