xiaoyandengxd Goto Github PK

120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

2015

Public material for CS109

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

bringing-old-photos-back-to-life

Bringing Old Photo Back to Life (CVPR 2020 oral)

chatbot_tutorial

This is the code for "Chatbot Tutorial" by Siraj Raval on Youtube

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

data-scraping

This contain exercises and examples that I did about how to use python scraping from the Internet.

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl4nlp

Deep Learning for NLP resources

easy-scraping-tutorial

Simple but useful Python web scraping tutorial code.

example-code

Example code for the book Fluent Python

fastbook

The fastai book, published as Jupyter Notebooks

fiserv-financial-project

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

intelligentsia

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

learn_python3_spider

python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，分布式爬虫，爬虫项目实战实例等

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

machine-learning-for-finance

Machine Learning for Finance, published by Packt

machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

machine_learning_beginner

机器学习初学者公众号作品

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-research

🧬 MLNN's Lab Work.

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.