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coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deep-learning-book-chapter-summaries

Attempting to make the Deep Learning Book easier to understand.

deep-uq-paper

A repository that contains scripts to replicate results in the Deep UQ paper.

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepxde

A library for scientific machine learning

dlaicourse

Notebooks for learning deep learning

elementary_finite_element_analysis

exercise

exercise for nndl

ferreiracodes_improved

Improved version of the codes accompanying the book "A. J. M. Ferreira, MATLAB Codes for Finite Element Analysis: Solids and Structures, Springer, 2008"

geopdes

GeoPDEs: Isogeometric Analysis in Octave and Matlab, for research and teaching purposes.

hello

xinyang

iga-matlab

MATLAB functions for Nonlinear Isogeometric Analysis (IGA)

igameview

isogeometric-analysis

Isogeometric-analysis and FEM code.

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

list-iga-codes

Curated list of some open source codes employing isogeometric analysis (IGA)

machine_learning

machinelearning

matplotlib-tutorial

Matplotlib tutorial for beginner

migfem

Isogeometric finite elements in Matlab

ml-for-beginners

12 weeks, 24 lessons, classic Machine Learning for all

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

nlp-conferences-code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

nn-svg

Publication-ready NN-architecture schematics.

numericalcomputation

搜集一些数值计算开源项目，并且复现它们

pde-net

PDE-Net: Learning PDEs from Data

pinnpapers

Must-read Papers on Physics-Informed Neural Networks.

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

ptfem

Matlab code for FE analysis under 2D axisymmetric stress condition.