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3d-lbm-amr

3D LBM code with adaptive mesh refinement

adcme.jl

Automatic Differentiation Library for Computational and Mathematical Engineering

advancedalgorithms

algorithms-sedgewickandwayne-python

amr-lbm-openmp-2d

Adaptive Mesh Refinement (AMR) technique utilized with the Lattice-Boltzmann Method (LBM) for numerical simulation of multiphase flows. OpenMP is used for parallelization of the code on share-memory machines.

cfd-gcn

cfd_julia

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

code

Code accompanying The Lattice Boltzmann Method: Principles and Practice

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

data-science-methods

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

databook_matlab

Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton http://www.databookuw.com/

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

deep-generative-prior

Code for deep generative prior (ECCV2020 oral)

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deepfoil

Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.

deeplearning

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deeponet

Learning nonlinear operators via DeepONet

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deepviv

Deep Learning of Vortex Induced Vibrations

den2vel

drl

Deep Reinforcement Learning

febio

FEBio Suite Solver

fem

fem-1

Finite element method for linear and nonlinear beams and plates

fenics-drl

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