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😎 Awesome lists about all kinds of interesting topics
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Python sample codes and textbook for robotics algorithms.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Tutorial for creating Python/Qt GUIs with fbs
An open source flight dynamics & control software library
The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
MSF - Modular framework for multi sensor fusion based on an Extended Kalman Filter (EKF)
ACADO Toolkit is a software environment and algorithm collection for automatic control and dynamic optimization. It provides a general framework for using a great variety of algorithms for direct o…
Unscented Kalman Filter library for state and parameter estimation
Aerial Object Detection using a Drone with PX4 Autopilot and ROS 2. PX4 SITL and Gazebo Garden used for Simulation. YOLOv8 used for Object Detection.
All in one Drone Show and Smart Swarm Solutin for PX4
Firmament Autopilot Model Framework
ROS2/ROS interface with PX4 through a Fast-RTPS bridge
MPC implementations integrated with with PX4 on ROS2
The aim of this ROS2 package is to facilitate the implementation of a drone swarm controller through simulation on Gazebo.
A 3-DOF point mass kinematic model of an ideal proportional navigation guidance missile written entirely in Python 3. Capable of creating trajectory files compatible with the pyThreeD program provi…
Projectwork of a mini-drone offboard application using PX4-ros2
Using ROS2, the ground vehicle was enabled to avoid obstacles.
serkanMzlm / PX4-Avoidance
Forked from PX4/PX4-AvoidancePX4 avoidance ROS node for obstacle detection and avoidance.