Pinned Repositories
cvxpy
A Python-embedded modeling language for convex optimization problems.
Kalman-and-Bayesian-Filters-in-Python
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 filters, and more. All exercises include solutions.
ldd4
MATLABAutoDiff
Automatic Differentiation Package for MATLAB
python-control
The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.
PythonFinance-PortfolioOptimization
Python for Portfolio Optimization: The Ascent! First working lessons to ascend the hilly terrain of Portfolio Optimization in seven strides (Lessons), beginning with the fundamentals (Lesson 1) and climbing slope after slope (Lessons 2-6), to reach the first peak of constrained portfolio optimization models (Lesson 7)
PythonRobotics
Python sample codes for robotics algorithms.
Peerayot's Repositories
Peerayot/PythonFinance-PortfolioOptimization
Python for Portfolio Optimization: The Ascent! First working lessons to ascend the hilly terrain of Portfolio Optimization in seven strides (Lessons), beginning with the fundamentals (Lesson 1) and climbing slope after slope (Lessons 2-6), to reach the first peak of constrained portfolio optimization models (Lesson 7)
Peerayot/cvxpy
A Python-embedded modeling language for convex optimization problems.
Peerayot/Kalman-and-Bayesian-Filters-in-Python
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 filters, and more. All exercises include solutions.
Peerayot/ldd4
Peerayot/MATLABAutoDiff
Automatic Differentiation Package for MATLAB
Peerayot/python-control
The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.
Peerayot/PythonRobotics
Python sample codes for robotics algorithms.
Peerayot/Book-Mathematical-Foundationdation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Peerayot/MATLAB-Deep-Learning-Model-Hub
Discover pretrained models for deep learning in MATLAB
Peerayot/Reinforcement-Learning-Specialization
[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"
Peerayot/Reinforcement-Learning-with-MATLAB
This repository contains series of modules to get started with Reinforcement Learning with MATLAB.
Peerayot/rl-agent-based-traffic-control
Develop agent-based traffic management system by model-free reinforcement learning