Library/PythonRobotics
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AtsushiSakai/PythonRobotics

PythonRobotics

Python sample codes and textbook for robotics algorithms.

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AtsushiSakai

AtsushiSakai

AtsushiSakai • individual

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29,049

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7,253

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Activity Score

0/100

0 commits in 30d

Created

Mar 21, 2016

Project creation date

README Summary

PythonRobotics is a comprehensive collection of Python implementations for fundamental robotics algorithms including path planning, localization, SLAM, and control systems. The repository serves as both a learning resource and reference implementation for students and practitioners in robotics, featuring well-documented code with visualizations. It covers essential topics like A* search, particle filters, Kalman filters, and various motion planning algorithms.

AI Dev Skills

Unmapped

Path Planning AlgorithmsSimultaneous Localization and Mapping (SLAM)Kalman FilteringParticle Filter LocalizationMotion PlanningRobot KinematicsControl SystemsState EstimationSensor FusionGraph-based SLAMExtended Kalman Filter (EKF)Unscented Kalman Filter (UKF)A* Path PlanningRapidly-exploring Random Tree (RRT)Dynamic Window ApproachModel Predictive Control (MPC)

Tags

Path Planning AlgorithmsSimultaneous Localization and Mapping (SLAM)Kalman FilteringParticle Filter LocalizationMotion PlanningRobot KinematicsControl SystemsState EstimationSensor FusionGraph-based SLAMExtended Kalman Filter (EKF)Unscented Kalman Filter (UKF)A* Path PlanningRapidly-exploring Random Tree (RRT)Dynamic Window ApproachModel Predictive Control (MPC)Trajectory DataSpatial DataResearch EnvironmentAerospaceProbabilistic AISensor Data ProcessingSLAM ImplementationRoboticsTime Series2D MapsMulti-sensor FusionEducationAutonomous NavigationManufacturingRobotics Algorithm EducationRobot Motion ControlSelf-hostedEducational SettingAutonomous VehiclesRobot Path PlanningMobile Robot LocalizationReal-time ProcessingSensor DataResearch PrototypingPython

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Recent Activity

Updated 5 months ago

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Quality

research
Quality
high
Maturity
research

Categories

Computer VisionPrimaryRoboticsDev Tools & AutomationLearning ResourcesInference & ServingEdge & Mobile AISearch & KnowledgeOther AI / MLAI Agents

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
Mar 21, 2016
Forked
Nov 9, 2025
Your last push
5 months ago
Upstream last push
7 days ago
Tracked since
Nov 8, 2025

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