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algorithm_interview_notes-chinese

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

Batch Normalization using tf.layers and tf.nn libraries. Also comparing the performances with and without batch normalization.

bookmarks

my bookmarks

bumblebee

single chain in mean field simulation package

cesm_unit_test_tutorial

Tutorial on writing and running unit tests in CESM

chebfun

Chebfun: numerical computing with functions.

chebsigma

initial of chebSigma, which is a chebyshev interpolation module combined with sigma coordinate.

cmake-examples

Useful CMake Examples

cmakeexample

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.

codeparkshare

Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐

cs-notes

: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

cuda example code for cuda learning

data-science-from-scratch

code for Data Science From Scratch book

dataflow

Efficient Data Loading Pipeline in Pure Python

dataframeenhancment

enhancement of pandas dataframe

deep-learning

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

deep_learning_ai

deeplearning-models

A collection of various deep learning architectures, models, and tips

deepscft

SCFT simulation of polymeric materials accelerated by deep neural network.

diffraction

Physical Optics Diffraction experiments with Python

diffraction-simulations--angular-spectrum-method

Implementation of the angular spectrum method in Python to simulate arbitrary light diffraction patterns.

dimmilitho

Include pixel-based mask synthesis, imaging model for optical lithography in Python

dm

It is a PETSc-based distributed matrix library, which is designed to simulate MATLAB environment on cluster platform.

easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

foodie

Fortran Object-Oriented Differential-equations Integration Environment, FOODIE

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

fprettify

auto-formatter for modern fortran source code

gdspy

Python module for creating GDSII stream files, usually CAD layouts.

gpu-scft

This is a GPU accelerated polymer self-consistent field theory program implemented in CUDA C

imf_ess

Source-code for book "Introduction to Modern Fortran for the Earth System Sciences"