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control-theory

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Jupyter Notebook
1518
1 年前

A simple and easy to use PID controller in Python

Python
872
1 年前

Awesome resources for learning control theory

663
3 个月前

Open Optimal Control Library for Matlab. Trajectory Optimization and non-linear Model Predictive Control (MPC) toolbox.

MATLAB
400
5 年前

Matlab Interface for Control Barrier Function (CBF) and Control Lyapunov Function (CLF) based control methods.

MATLAB
324
1 年前

Controlling a Rigidbody Quadcopter using Control Theory and Reinforcement Learning

Python
213
2 年前

An open-source systems and controls toolbox for Python3

Python
177
2 年前

A compact realtime embedded Attitude and Heading Reference System (AHRS) using Recursive Least Squares (RLS) for magnetometer calibration and EKF/UKF for sensor fusion on Arduino platform

C++
176
5 年前

libmpc++ is a C++ header-only library to solve linear and non-linear MPC

C++
174
3 个月前

25 path-tracking algorithms are (goint to be) implemented with python.

Jupyter Notebook
165
1 年前

Go library to create resilient feedback loop/control controllers.

Go
164
3 年前

简明控制理论教程

MATLAB
131
18 天前

A compact Extended Kalman Filter (EKF) library for real time embedded system (with template for Teensy4/Arduino and STM32CubeIDE)

C++
123
5 年前

A compact Constrained Model Predictive Control (MPC) library with Active Set based Quadratic Programming (QP) solver for Teensy4/Arduino system (or any real time embedded system in general)

C++
116
5 年前

PID library for Arduinos with greater accuracy than the legacy Arduino PID library

C++
107
4 个月前

Differential Dynamic Programming controller operating in OpenAI Gym environment.

Python
87
5 年前

A simulation for quadrotor based on matlab

MATLAB
82
7 年前