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Code for the book Grokking Algorithms (https://www.amazon.com/dp/1633438538)

JavaScript 13,007 4,047 Updated May 1, 2025

The raw markdown notes for OMSCS Notes.

174 168 Updated Mar 2, 2024

Notes from various courses in OMSCS program for reference only. For obvious reasons, no non-public coursework or materials exist in this repository.

152 86 Updated Nov 14, 2023

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Jupyter Notebook 16,060 4,875 Updated Aug 18, 2024

Intro to Reinforcement Learning (强化学习纲要)

3,515 504 Updated Jul 25, 2020

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

JavaScript 55,721 9,475 Updated Jul 16, 2025

🎓 Path to a free self-taught education in Computer Science!

HTML 198,474 24,700 Updated Aug 23, 2025

Productionalizing Data Pipelines with Apache Airflow

Python 116 151 Updated Jun 18, 2022

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

Jupyter Notebook 2,464 611 Updated Sep 23, 2024
Jupyter Notebook 34 Updated Aug 2, 2021
Jupyter Notebook 19 14 Updated May 9, 2020

周志华《机器学习》手推笔记

3,737 756 Updated Mar 13, 2021

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!

7,614 1,901 Updated Feb 26, 2022

《机器学习》(西瓜书)公式详解

25,454 4,811 Updated Jun 12, 2025

The Open Source Data Science Masters

25,863 6,176 Updated Dec 3, 2023

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

Python 28,711 8,043 Updated Mar 20, 2024

📊 Path to a free self-taught education in Data Science!

20,645 3,914 Updated May 13, 2025

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Jupyter Notebook 10,653 2,668 Updated Apr 16, 2024

The "Python Machine Learning (1st edition)" book code repository and info resource

Jupyter Notebook 12,553 4,413 Updated Nov 20, 2024

A Python primer for Georgia Tech's CSE 6040/x: Computing for Data Analysis

Jupyter Notebook 31 20 Updated Jan 12, 2022

Python Data Science Handbook: full text in Jupyter Notebooks

Jupyter Notebook 46,084 18,610 Updated Jun 26, 2024

What the f*ck Python? 😱

Python 36,807 2,672 Updated May 10, 2025
Python 2 Updated Nov 24, 2025