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2020_stressgan

2020_topologygan

TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain

2021_ai4mpp

2021_ccfd_net

2021_residualstressprediction_3dprinting

2021_supermeshing_2d_plane_strain

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

boundary-first-flattening

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

cgal

The public CGAL repository, see the README below

coursera-ml

Andrew Ng's Coursera ML coding exercises and notes

coursera-ml-py

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

courseramachinelearning

Coursera Machine Learning By Prof. Andrew Ng

cs231n.github.io

Public facing notes page

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

fcl

Flexible Collision Library

fenics-tutorial

Source files and published documents for the FEniCS tutorial.

few-shot-vid2vid

Pytorch implementation for few-shot photorealistic video-to-video translation.

goldendict

A feature-rich dictionary lookup program, supporting multiple dictionary formats (StarDict/Babylon/Lingvo/Dictd) and online dictionaries, featuring perfect article rendering with the complete markup, illustrations and other content retained, and allowing you to type in words without any accents or correct case.

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

introml

Python tutorials for introduction to machine learning

libigl

Simple C++ geometry processing library.

machine-learning-with-python-cookbook-notes

My jupyter notebooks/code samples from Chris Albon's Machine Learning with Python Cookbook

mastering-machine-learning-with-scikit-learn-second-edition

Mastering Machine Learning with scikit learn Second Edition, published by Packt

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-networking

Machine Learning Applied to Networking

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

navier-stokes-numerical-solution-using-fdm-fvm-python-scripting

Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume Method.

new-pac

科学上网/自由上网/翻墙/软件/方法，免费shadowsocks/ss/ssr/v2ray/goflyway账号，vps一键搭建脚本/教程