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🦜🔗 Build context-aware reasoning applications
Learn how to design, develop, deploy and iterate on production-grade ML applications.
🔊 Text-Prompted Generative Audio Model
Python programs, usually short, of considerable difficulty, to perfect particular skills.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
100-Days-Of-ML-Code中文版
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
PRML algorithms implemented in Python
Practice your pandas skills!
An open-source, low-code machine learning library in Python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
The "Python Machine Learning (2nd edition)" book code repository and info resource
Data Science Using Python
骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技
Open Content for self-directed learning in data science
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Machine learning lessons and teaching projects designed for engineers
Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.
Benchmarks for Low Latency (Streaming) solutions including Apache Storm, Apache Spark, Apache Flink, ...
API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation