Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

A curated list of awesome Machine Learning frameworks, libraries and software.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Scrapy, a fast high-level web crawling & scraping framework for Python.

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

TensorFlow code and pre-trained models for BERT

Code for the paper "Language Models are Unsupervised Multitask Learners"

🌈Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等

A Powerful Spider(Web Crawler) System in Python.

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

机器学习相关教程

Trax — Deep Learning with Clear Code and Speed

越来越多的网站具有反爬虫特性，有的用图片隐藏关键数据，有的使用反人类的验证码，建立反反爬虫的代码仓库，通过与不同特性的网站做斗争（无恶意）提高技术。（欢迎提交难以采集的网站）（因工作原因，项目暂停）

Reading Wikipedia to Answer Open-Domain Questions

陌陌风控系统静态规则引擎，零基础简易便捷的配置多种复杂规则，实时高效管控用户异常行为。

Metis is a learnware platform in the field of AIOps.

Ansible modules - these modules ship with ansible

Kubediff: a tool for Kubernetes to show differences between running state and version controlled configuration.

The fundamental package for AIops with python.

白泽自动化运维系统：配置管理、网络探测、资产管理、业务管理、CMDB、CD、DevOps、作业编排、任务编排等功能,未来将添加监控、报警、日志分析、大数据分析等部分内容

A photo OCR project aims to output DMS messages contained in sign structure images.

参加魔镜杯风控算法大赛编写的程序。比赛要求根据国内网络借贷行业的贷款风险数据，包括信用违约标签、借款人特征、借款人网络行为原始数据，评判用户预期违约率，建立用户信用评分模型，模型性能用AUC值评判。算法由GBDT模型、logistic模型构成。