Jiuzhou Tang's Projects
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Batch Normalization using tf.layers and tf.nn libraries. Also comparing the performances with and without batch normalization.
my bookmarks
single chain in mean field simulation package
Tutorial on writing and running unit tests in CESM
Chebfun: numerical computing with functions.
initial of chebSigma, which is a chebyshev interpolation module combined with sigma coordinate.
Useful CMake Examples
An example program for the Fortran - C binding. Also uses CMake to generate a Makefile. It is initially designed to be part of Fortran lectures in International Master on Turbulence program. Please contact me if you have any question and/or contribution.
Python初学者(零基础学习Python、Python入门)书籍、视频、资料、社区推荐
:books: 技术面试必备基础知识、Leetcode 题解、后端面试、Java 面试、春招、秋招、操作系统、计算机网络、系统设计
cuda example code for cuda learning
code for Data Science From Scratch book
Efficient Data Loading Pipeline in Pure Python
enhancement of pandas dataframe
personal practice(个人练习,实现了深度学习中的一些算法,包括:四种初始化方法(zero initialize, random initialize, xavier initialize, he initialize),深度神经网络,正则化,dropout, 三种梯度下降方法(BGD, SGD, mini-batch),六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam),梯度检验、batch normalization)、RNN
A collection of various deep learning architectures, models, and tips
SCFT simulation of polymeric materials accelerated by deep neural network.
Physical Optics Diffraction experiments with Python
Implementation of the angular spectrum method in Python to simulate arbitrary light diffraction patterns.
Include pixel-based mask synthesis, imaging model for optical lithography in Python
It is a PETSc-based distributed matrix library, which is designed to simulate MATLAB environment on cluster platform.
Simple and comprehensive tutorials in TensorFlow
Fortran Object-Oriented Differential-equations Integration Environment, FOODIE
Use Fourier transform to learn operators in differential equations.
auto-formatter for modern fortran source code
Python module for creating GDSII stream files, usually CAD layouts.
This is a GPU accelerated polymer self-consistent field theory program implemented in CUDA C
Source-code for book "Introduction to Modern Fortran for the Earth System Sciences"