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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 17,597 4,640 Updated Jan 9, 2026

左程云的算法和数据结构通关课

Java 3,064 709 Updated Apr 1, 2026

Let your Claude able to think

TypeScript 16,978 1,977 Updated Nov 4, 2025

Curated list of project-based tutorials

262,150 34,105 Updated Aug 15, 2024

This is a repo with links to everything you'd ever want to learn about data engineering

Jupyter Notebook 40,808 7,767 Updated Mar 18, 2026

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

81,588 8,959 Updated Apr 4, 2025

Advanced Python Mastery (course by @dabeaz)

Python 13,162 2,240 Updated Dec 22, 2025

Python - 100天从新手到大师

Jupyter Notebook 180,594 55,553 Updated Feb 25, 2026

Bug-tracking for Jeff's algorithms book, notes, etc.

8,059 1,019 Updated Nov 23, 2019

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Jupyter Notebook 25,807 12,842 Updated Mar 19, 2026

What the f*ck Python? 😱

Python 36,916 2,667 Updated Jan 13, 2026

Models and examples built with TensorFlow

Python 77,680 45,182 Updated Apr 1, 2026

this repository accompanies the book "Grokking Deep Learning"

Jupyter Notebook 7,692 1,627 Updated Jun 1, 2024

This is the Curriculum for "Machine Learning Journey" By Siraj Raval on Youtube

963 247 Updated Sep 2, 2018

Minimal examples of data structures and algorithms in Python

Python 25,412 4,731 Updated Mar 13, 2026

💡 Looking for inspiration for your next open source project? Or perhaps you've got a brilliant idea you can't wait to share with others? Open Source Ideas is a community built specifically for this! 👋

6,788 230 Updated Sep 24, 2025

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

Python 5,290 2,446 Updated Apr 21, 2023