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Awesome Python ⭐ 195,684

A curated list of awesome Python frameworks, libraries, software and resources

Python ⭐ 175,076

All Algorithms implemented in Python

Cs Notes ⭐ 171,862

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

Leetcode ⭐ 53,135

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

Leetcode Master ⭐ 44,849

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++ 来看看，你会发现相见恨晚！🚀

Interactive Coding Challenges ⭐ 27,801

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

Algorithms ⭐ 23,318

Minimal examples of data structures and algorithms in Python

Homemade Machine Learning ⭐ 21,542

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

Pythonrobotics ⭐ 21,528

Python sample codes for robotics algorithms.

Zipline ⭐ 16,734

Zipline, a Pythonic Algorithmic Trading Library

Cs Books ⭐ 16,036

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资

Baselines ⭐ 14,949

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Algorithm Pattern ⭐ 14,760

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

Scipy ⭐ 12,126

SciPy library main repository

Cs Book ⭐ 11,024

计算机类常用电子书整理，并且附带下载链接，包括Java，Python，Linux，Go，C，C++，

Apachecn Algo Zh ⭐ 10,886

ApacheCN 数据结构与算法译文集

Prml ⭐ 10,494

PRML algorithms implemented in Python

Numerical Linear Algebra ⭐ 9,850

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

The Complete Faang Preparation ⭐ 9,783

This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.

Mlcourse.ai ⭐ 9,376

Open Machine Learning Course

Mlalgorithms ⭐ 9,318

Minimal and clean examples of machine learning algorithms implementations

Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Imageai ⭐ 8,051

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Anomaly Detection Resources ⭐ 7,616

Anomaly detection related books, papers, videos, and toolboxes

Aima Python ⭐ 7,487

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

Stable Baselines3 ⭐ 7,292

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Machine Learning Course ⭐ 6,980

💬 Machine Learning Course with Python:

Hyperopt ⭐ 6,979

Distributed Asynchronous Hyperparameter Optimization in Python

An Industrial Grade Federated Learning Framework

Pathplanning ⭐ 5,211

Common used path planning algorithms with animations.

Js Sorting Algorithm ⭐ 5,098

一本关于排序算法的 GitBook 在线书籍《十大经典排序算法》，多语言实现。

Deep Reinforcement Learning Algorithms With Pytorch ⭐ 5,058

PyTorch implementations of deep reinforcement learning algorithms and environments

Baekjoon ⭐ 5,058

코딩테스트 대비 문제집(Baekjoon Online Judge)

Scikit Opt ⭐ 4,648

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Leetcode Solutions ⭐ 4,395

🏋️ Python / Modern C++ Solutions of All 3017 LeetCode Problems (Weekly Update)

Captum ⭐ 4,393

Model interpretability and understanding for PyTorch

Pygorithm ⭐ 4,312

A Python module for learning all major algorithms

程序员相关电子书资料免费分享，欢迎关注个人微信公众号：程序员编程指南

Pywonderland ⭐ 4,125

A tour in the wonderland of math with python.

Leetcode Py ⭐ 4,043

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，800+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

Awesome Programming Books ⭐ 3,649

📚 经典技术书籍推荐，持续更新...

Leetcode Book ⭐ 3,490

《剑指 Offer》 Python, Java, C++ 解题代码，LeetBook《图解算法数据结构》配套代码仓

Algorithm Exercise ⭐ 3,345

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

Textdistance ⭐ 3,295

📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

Numcpp ⭐ 3,212

C++ implementation of the Python Numpy library

Mianshiya Public ⭐ 3,134

干净免费的面试刷题网站，帮助大家拿到满意的 offer！💎 React 前端 + Node 后端 + 云开发全栈项目 by 程序员鱼皮

Coding Problems ⭐ 3,099

Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

Transfer Learning Library ⭐ 2,883

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Algorithms ⭐ 2,877

This repository is not maintained

Complete Placement Preparation ⭐ 2,800

This repository consists of all the material required for cracking the coding rounds and technical interviews during placements.

Stellargraph ⭐ 2,768

StellarGraph - Machine Learning on Graphs

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Algorithms ⭐ 2,732

💻 Data Structures and Algorithms in Python

Epijudge ⭐ 2,705

EPI Judge - Preview Release

Leetcode Linghu Templete ⭐ 2,639

算法面试必备，推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+ jiuzhangfeifei

Essentia ⭐ 2,602

C++ library for audio and music analysis, description and synthesis, including Python bindings

Ssh Audit ⭐ 2,553

SSH server auditing (banner, key exchange, encryption, mac, compression, compatibility, security, etc)

Minimalrl ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Math_model ⭐ 2,379

数学建模、美赛、美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、国赛LaTeX

Code Nav ⭐ 2,350

💎 专业的编程导航，帮你找到优质的编程学习资源！公众号【编程导航】 ☁️ 前后端均开源，励志成为最好的全栈云开发项目！

Python_data_structures_and_algorithms ⭐ 2,340

Python 中文数据结构和算法教程

Torbot ⭐ 2,338

Dark Web OSINT Tool

Free Programming Resources ⭐ 2,292

💎 免费的编程资源大全，持续更新！🔥 覆盖各种语言和方向（Java \ Python \ C++ \ JavaScript \ Golang \ 前端 \ 后端等）的学习路线、贴心教程、项目实战、编程书籍、面试合集、实用资源等，对程序员非常有帮助！

Learn2learn ⭐ 2,283

A PyTorch Library for Meta-learning Research

Algorithm Archive ⭐ 2,232

A collaborative book on algorithms

Thealgorithms Python ⭐ 2,140

TheAlgorithms/Python

Sagemaker Python Sdk ⭐ 1,994

A library for training and deploying machine learning models on Amazon SageMaker

Python Coding Interview ⭐ 1,916

A middle-to-high level open source algorithm book designed with coding interview at heart!

Fucking Awesome Python ⭐ 1,895

awesome-python with :octocat: ⭐ and 🍴

Python Ds ⭐ 1,882

No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.

Project Euler Solutions ⭐ 1,809

Runnable code for solving Project Euler problems in Java, Python, Mathematica, Haskell.

Dsalgo ⭐ 1,782

📚A repository that contains all the Data Structures and Algorithms concepts and solutions to various problems in Python3 stored in a structured manner.👨‍💻🎯

Acm Icpc Preparation ⭐ 1,737

ACM-ICPC Preparation Guide

Binarytree ⭐ 1,729

Python Library for Studying Binary Trees

Fairlearn ⭐ 1,727

A Python package to assess and improve fairness of machine learning models.

Garage ⭐ 1,677

A toolkit for reproducible reinforcement learning research.

Quantum ⭐ 1,671

Hybrid Quantum-Classical Machine Learning in TensorFlow

Leetcode ⭐ 1,664

✏️ 算法相关知识储备 LeetCode with Python and JavaScript 📚

Geatpy ⭐ 1,633

Evolutionary algorithm toolbox and framework with high performance for Python

Fast Wavenet ⭐ 1,620

Speedy Wavenet generation using dynamic programming ⚡

Snake ⭐ 1,596

Artificial intelligence for the Snake game.

High-Performance Symbolic Regression in Python and Julia

Geneticalgorithmpython ⭐ 1,564

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

A Python package for time series classification

Deep Neuroevolution ⭐ 1,502

Deep Neuroevolution

Magent ⭐ 1,502

A Platform for Many-agent Reinforcement Learning

Usaco Guide ⭐ 1,501

A free collection of curated, high-quality resources to take you from Bronze to Platinum and beyond.

Shiyanlou ⭐ 1,494

学习C & C++ & python&汇编语言 LLVM编译器数据结构算法操作系统单片机 linux 面试

Deepnude_official ⭐ 1,462

Leetcode Python ⭐ 1,419

Leetcode Python Solution and Explanation. Also a Guide to Prepare for Software Engineer Interview.

Python Jose ⭐ 1,388

A JOSE implementation in Python

Leetcode ⭐ 1,336

👏🏻 leetcode solutions for Humans™

Pinocchio ⭐ 1,331

A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives

Competitive Programming ⭐ 1,322

📌 📚 Solution of competitive programming problems, code templates, Data Structures and Algorithms, hackathons, interviews and much more.

Finance ⭐ 1,317

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

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