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apmae4990-

Introduction to Data Science in Industry

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

coding-interviews

剑指Offer

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

gitskills

interview

各类经典面试汇总

learn-python3

Learn Python 3 Sample Code

learngit

leetcodes

liaoxuefeng

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现

lintcode

Java Solutions to problems on LintCode/LeetCode

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

play-with-data-structures

Codes of my MOOC Course <Play Data Structures in Java>. Updated contents and practices are also included. 我在慕课网上的课程《Java语言玩转数据结构》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

play-with-machine-learning-algorithms

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

python

All Algorithms implemented in Python

python-offer

《剑指Offer》面试题Python实现

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

recommendsystempractice

《推荐系统实践》代码实现

tensorflow-and-deeplearning-tutorial

A TensorFlow & Deep Learning online course I taught in 2016

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tips-of-feature-engineering

A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!