| Category | GitHub | Description | Status |
|---|---|---|---|
| Machmatics | |||
| Probability&Statistics | 李航统计学算法实现 | ||
| Math | 数学乐 | ||
| NEWS | |||
| Top News | China Top Chart | ||
| GitHub | Github 中文榜 | ||
| Architecture | |||
| Architecture - Design Large scales System | Large Scales System Design | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | |
| Big Data | |||
| Big Data - Spider | 数据爬虫 | ||
| Machine Leanring- Engineering | |||
| Machine Learning - Vector Search | Milvus | Milvus 是一款开源的特征向量相似度搜索引擎，具有使用方便、实用可靠、易于扩展、稳定高效和搜索迅速等特点，在全球范围内被上百家组织和机构所采用。Milvus 已经被广泛应用于多个领域，其中包括图像处理、机器视觉、自然语言处理、语音识别、推荐系统以及新药发现等。 | |
| Machine Learning | |||
| Machine Learning - lihang-code | 统计学习方法 | ||
| Machine Learning | Tensorflow 2 handbook | ||
| Machine Learning - Tips of Feature Engineering | 特征工程Tips | ||
| Machine Learning | Papers with code | ||
| Machine Learning | MIT Machine Learning related courses | ||
| Machine Learning | 周志华 Machine Learning 全书笔记 | ||
| Machine Learning | 机器学习训练秘籍 | ||
| Machine Learning - reformer-pytorch | reformer-pytorch | ||
| Machine Learning - Data Science | Data-Science-Cheat-Sheet | ||
| Machine Learning - Book | 神经网络与深度学习 | 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning https://nndl.github.io | |
| Machine Learning - Tensorflow 2.0 | tensorflow2.0 手册 | tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials | |
| Machine Learning - Pytorch Manual | Pytorch手册 | ||
| Machine Learning - Data Science | 数据科学CheatSheet | ||
| Machine Learning - NLP-tutorial | NLP-tutorial | Natural Language Processing Tutorial for Deep Learning Researchers | |
| Machine Learning - GAN Neaual Network | 对抗神经网络论文 | ||
| Machine Learning - transformaers | Transformers | Transformers (formerly known as pytorch-transformers and pytorch-pretrained-bert) provides state-of-the-art general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet, CTRL...) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in 100+ languages and deep interoperability between TensorFlow 2.0 and PyTorch. | |
| Machine Learning - Study Notes | AndrewNg ML-Notes | www.coursera.org/course/ml | |
| Machine Learning - Neural Network and Deep Learning | Neural Network and Deep Learning | ||
| Machine Learning - 100 Days of ML Day | 机器学习100天 | 100-Days-Of-ML-Code中文版 | |
| Machine Learning - Chinese ASR | Chinese ASR | Deep Learing Speech Recognition | |
| Machine Learning -Masr | Masr 中文语音识别 | MASR是一个基于端到端的深度神经网络的开箱即用的中文普通话语音识别工具 | |
| ProgrameLanguage | |||
| Language - Programe Fee Book | Free Programming Book | ||
| Language - Javascrip | YouDontKnowJS | This is a series of books diving deep into the core mechanisms of the JavaScript language. | |
| Language - Python | Python Cheatsheet | ||
| Language - Python | Python Code Sample | ||
| GitHub | Github 中文榜 | ||
| Regex | 正则表达式 | ||
| Machine Learning - 100 Days of ML Day | 机器学习100天 | 100-Days-Of-ML-Code中文版 | |
| Machine Learning - Chinese ASR | Chinese ASR | Deep Learing Speech Recognition | * |
| Machine Learning -Masr | Masr 中文语音识别 | MASR是一个基于端到端的深度神经网络的开箱即用的中文普通话语音识别工具 | * |
| Algorithm | |||
| Algorithm | Leetcode general questions | ||
| Algorithm | Python算法 | ||
| Algorithm-Leetcode | LeetCode Animation | ||
| Algorithm - Materials | 算法课件 | ||
| Algorithm | Algorithm | ||
| Study Website | 大学资源网 | ||
| Study-Tips | Tips | ||
| Language - Python | Python-Small-Samples | this is the sample of Python practise | |
| Language - Javascript | Javascript Guide | JavaScript Style Guide | |
| Language - Javascript | javascript语法 | ||
| Language - Javascrip | YouDontKnowJS | This is a series of books diving deep into the core mechanisms of the JavaScript language. | |
| Language - Python | Python Guide | https://github.com/realpython/python-guide | |
| Language - Python Bootcamp | Python3 BootCamp | Course Files for Complete Python 3 Bootcamp Course on Udemy | |
| Language - Guide to Python | Guide to Python | 这是一份活着的、会呼吸的指南。 如果您有意一起贡献, 在GitHub fork 我! | |
| Language - Python-100-Days | Python-100-Days | Python - 100天从新手到大师 | |
| Language - Python | Python Cheatsheet | ||
| Language - Python | Python Code Sample | ||
| Regex | 正则表达式 | ||
| Algorithm | |||
| Algorithm | Leetcode general questions | ||
| Algorithm | Python算法 | ||
| Architecture - Design Large scales System | Large Scales System Design | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | |
| Algorithm-Leetcode | LeetCode Animation | ||
| Algorithm - Materials | 算法课件 | ||
| Algorithm | Algorithm | ||
| Study Website | 大学资源网 | ||
| Study-Tips | Tips | ||
| Hacker - Art of Hacker | The Art of Hacking | This repository is primarily maintained by Omar Santos and includes thousands of resources related to ethical hacking / penetration testing, digital forensics and incident response (DFIR), vulnerability research, exploit development, reverse engineering, and more. https://h4cker.org | |
| Robots | |||
| RoboMaster - Robot Study | RoboMaster-Robot | ||
| Chatbot - word correction | 中文文区引错工具 | pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models. | |
| Architecture - Design Large scales System | Large Scales System Design | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | |
| Public API | 开源API | ||
| Regex | 正则表达式 | ||
| Tools-Public API | 开源API | ||
| Tools-Materials | 搜书利器 | ||
| Self Host | |||
| Self Host | Self Host |
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