Python Data Science Handbook: full text in Jupyter Notebooks

Learn how to design, develop, deploy and iterate on production-grade ML applications.

A programming framework for agentic AI 🤖

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

《统计学习方法》的代码实现

📡 Simple and ready-to-use tutorials for TensorFlow

Swift for TensorFlow

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

A better notebook for Scala (and more)

Microsoft Quantum Development Kit Samples

A Haskell kernel for the Jupyter project.

A collection of Jupyter notebooks showing how to use the Qiskit SDK

FMA: A Dataset For Music Analysis

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/

适合初级到中级晋升者，有了体系之后就看熟练度了。

Useful Python tips!

🕵️‍♀️ 监视我的手机：数据都去哪儿了？

Statistics Tutorial for IT Operations Engineers

2018台灣公投結果中的不合理數據

A Quantum 爻 System Implementation for Divination