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Python sample codes and textbook for robotics algorithms.

Python 27,364 7,066 Updated Dec 16, 2025

《机器学习》(西瓜书)公式详解

25,504 4,822 Updated Jun 12, 2025

Learn OpenCV : C++ and Python Examples

Jupyter Notebook 22,571 11,727 Updated Dec 9, 2025

deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)

HTML 20,008 6,081 Updated Apr 29, 2022

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

Python 12,327 2,016 Updated Dec 15, 2025

Autoware - the world's leading open-source software project for autonomous driving

Dockerfile 10,899 3,462 Updated Dec 16, 2025

A resource repository for 3D machine learning

10,115 1,810 Updated Jul 4, 2024

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

C++ 8,511 2,808 Updated Jul 9, 2024

A Python implementation of global optimization with gaussian processes.

Python 8,495 1,592 Updated Sep 9, 2025

A Robust and Versatile Monocular Visual-Inertial State Estimator

C++ 5,650 2,188 Updated Aug 14, 2024

WebGL point cloud viewer for large datasets

JavaScript 5,218 1,295 Updated Aug 24, 2024

The Kalibr visual-inertial calibration toolbox

C++ 5,121 1,496 Updated Mar 30, 2024

TensorFlow Basic Tutorial Labs

Jupyter Notebook 4,498 2,645 Updated Oct 31, 2023

Plain python implementations of basic machine learning algorithms

Jupyter Notebook 4,403 834 Updated Jun 27, 2024

A large scale non-linear optimization library

C++ 4,340 1,092 Updated Nov 9, 2025

Release repo for our SLAM Handbook

TeX 3,993 240 Updated Nov 25, 2025

Simple PyTorch Tutorials Zero to ALL!

Python 3,963 1,198 Updated Mar 23, 2024

📚 Computer Science Books 计算机技术类书籍 PDF

3,312 1,873 Updated Mar 18, 2020

FAST-LIVO2: Fast, Direct LiDAR-Inertial-Visual Odometry

C++ 3,306 565 Updated Dec 8, 2025

learning cmake

CMake 3,291 784 Updated Feb 24, 2021

OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving

C++ 2,955 671 Updated Jun 17, 2024

A Modular and Multi-Modal Mapping Framework

C++ 2,800 741 Updated May 31, 2024

BS::thread_pool: a fast, lightweight, modern, and easy-to-use C++17 / C++20 / C++23 thread pool library

C++ 2,783 304 Updated Dec 20, 2024

一键安装程序,欢迎大家提交代码和小鱼一起一键安装停止浪费生命

Python 2,575 265 Updated Dec 1, 2025

C++ implementation of Lie Groups using Eigen.

C++ 2,344 648 Updated Jul 6, 2024

Advanced implementation of LOAM

C++ 2,338 822 Updated Oct 19, 2023

Efficient neural feature detector and descriptor

Jupyter Notebook 2,304 458 Updated May 5, 2025

3D LIDAR-based Graph SLAM

C++ 2,216 741 Updated Jul 16, 2024

GLOMAP - Global Structured-from-Motion Revisited

C++ 2,154 164 Updated Dec 11, 2025

A fast and robust point cloud registration library

C++ 2,130 383 Updated Dec 9, 2025
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