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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

awesome-spider

爬虫集合

baiduspider

BaiduSpider，一个爬取百度搜索结果的爬虫，目前支持百度网页搜索，百度图片搜索，百度知道搜索，百度视频搜索，百度资讯搜索，百度文库搜索，百度经验搜索和百度百科搜索。

cplusplusthings

C++那些事

crawl

学习爬虫的经验总结

csapp-3e-solutions

CSAPP 3e Solutions, migrated to github.io from gitbook.io which is being shut down.

deep-learning-from-scratch

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

deep-learning-from-scratch-2

『ゼロから作る Deep Learning ❷』(O'Reilly Japan, 2018)

deep-learning-project-template

Pytorch Lightning code guideline for conferences

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].

econometrics

陈强高级计量经济学笔记，使用python、matlab实现各模型估计

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.

hello-world

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

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

leetcode-master

LeetCode 刷题攻略：配思维导图，100+经典算法题目刷题顺序、经典算法模板、共40w字的详细图解，以及难点视频题解。按照刷题攻略上的顺序来刷题，让你在算法学习上不再迷茫！🔥🔥给个star支持一下吧！🚀

lihang-code

《统计学习方法》的代码实现

models

Models and examples built with TensorFlow

nlpia

Examples and libraries for "Natural Language Processing in Action" book

nndl.github.io

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

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

pkuautoelective

北大选课网补退选阶段自动选课小工具

prml

PRML algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-small-examples

告别枯燥，致力于打造 Python 实用小例子