Pinned Repositories
adaptive-filters
My collection of implementations of adaptive filters.
am108-final-project
AM 108 Final Project
Browneyes_Tech
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
FROLSIdentification
A set of Matlab/Octave files that performs a method of Nonlinear System Identification.
Introduction-to-Python-Numerical-Analysis-for-Engineers-and-Scientist
Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming language. This course covers the basic syntax, linear algebra, plotting, and more to prepare students for solving numerical problems with Python.
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.
KIOS-Graduate-Summer-School-2018
The python notebooks used in the laboratory sessions of the KIOS Graduate Summer School
PDE-Net
PDE-Net: Learning PDEs from Data
pgmpy
Python Library for Probabilistic Graphical Models
GyoungHahnKim's Repositories
GyoungHahnKim/Browneyes_Tech
GyoungHahnKim/filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
GyoungHahnKim/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.
GyoungHahnKim/pgmpy
Python Library for Probabilistic Graphical Models
GyoungHahnKim/adaptive-filters
My collection of implementations of adaptive filters.
GyoungHahnKim/KIOS-Graduate-Summer-School-2018
The python notebooks used in the laboratory sessions of the KIOS Graduate Summer School
GyoungHahnKim/vibrationtesting
Vibration Testing module affiliated with the in-progress manuscript Vibration Testing with Modal Analysis and Health Monitoring- Python version
GyoungHahnKim/SIPPY
Systems Identification Package for PYthon
GyoungHahnKim/Introduction-to-Python-Numerical-Analysis-for-Engineers-and-Scientist
Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming language. This course covers the basic syntax, linear algebra, plotting, and more to prepare students for solving numerical problems with Python.
GyoungHahnKim/PDE-Net
PDE-Net: Learning PDEs from Data
GyoungHahnKim/am108-final-project
AM 108 Final Project
GyoungHahnKim/SINDy
GyoungHahnKim/sysid
Python system identification library.
GyoungHahnKim/FROLSIdentification
A set of Matlab/Octave files that performs a method of Nonlinear System Identification.
GyoungHahnKim/pyN4SID
A Python Implementation of the N4SID algorithm
GyoungHahnKim/Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book