Projects in Awesome Lists by kkoukouletsou
A curated list of projects in awesome lists by kkoukouletsou .
https://github.com/kkoukouletsou/pattern-recognition-and-machine-learning
Assignments for Pattern Recognition and Machine Learning Course at ECE AUTH.
bayesian-estimation decision-trees maximum-likelihood-estimation mlp-classifier random-forest rbf-neural-networks svm-classifier
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/automatic-control-systems-ii
Lab Assignments for Automatic Control II Course at ECE AUTH
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/simulation-and-modeling-of-dynamic-systems
Assignments for Simulation and Modeling Course at ECE AUTH
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/brunovsky-adaptive-control-for-coupled-pendulum-system
An intelligent and adaptive control framework for a system in Brunovsky canonical form. The focus is on a coupled double inverted pendulum system connected by a spring and damper, with each pendulum controlled by a torque applied at its base through an electric motor.
adaptive-control double-inverted-pendulum intelligent-control neural-network-controlled-systems pendulum-modelling
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/optimization-techniques
Assignments for Optimization Techniques Course at ECE AUTH. Includes Steepest Descent, Levenberg-Marquardt and a Genetic Algorithm implementation for Network Traffic Optimization.
armijo bisection-method fibonacci genetic-algorithm golden-section levenberg-marquardt newtons-method steepest-descent
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/voice-coder-decoder
This repository contains an implementation of a voice coder-decoder (codec) based on the ETSI GSM 06.10 protocol. This project is part of the Multimedia Systems assignment for the ECE AUTH course.
Last synced: 13 Apr 2025
https://github.com/kkoukouletsou/numerical-analysis-project
Assignments for Numerical Analysis Course at ECE AUTH
bisection-method halley-s-method newtons-method runge-kutta-4
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/operational-amplifier-design
Assignments for Electronics III Course at ECE AUTH
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/optimization-part-1
Bisection - Bisection with Dervatives - Fibonacci - Golden section
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/neural-networks-deep-learning
Assignments for Neural Networks Course at CSD AUTH
cifar10 cnn knn mlp mnist ncc rbf svm tensorflow
Last synced: 27 Mar 2025
https://github.com/kkoukouletsou/computational-intelligence
Assignments for Computational Intelligent Course at ECE AUTH. Includes TSK Regression, TSK Classification and Fuzzy Logic Control.
Last synced: 05 Apr 2025
https://github.com/kkoukouletsou/databases
Assignments for Databases Course at ECE AUTH
Last synced: 05 Apr 2025