Stars
A collection of full time roles in SWE, Quant, and PM for new grads.
A curated list of data mining papers about fraud detection.
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
A curated list of awesome self-supervised methods
List of Data Science Cheatsheets to rule the world
System design patterns for machine learning
周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
A collection of resources for Recommender Systems (RecSys)
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
深度学习入门教程, 优秀文章, Deep Learning Tutorial
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
A Python scikit for building and analyzing recommender systems
A Python3 based recommendation engine with sparse matrices
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
My solution to the book A Collection of Data Science Take-Home Challenges
My solution to the book <A collection of Data Science Take-home Challenges>
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
台灣股市股票價格擷取 (含即時股票資訊) - Taiwan Stock Opendata with realtime