Github Resource File.

- For Simon Laub -

- Github Resource File -

Flask Project (2017-18):

Flask Project
FlaskServer.py

IT Technology (2nd semester, Programming 2 course, EAAA)

Simple Graph Traverse with Q-Learning (December 2019):

Off Policy Reinforcement Learning
SimpleQLearningGraph.py

PBA Software & Diplom (Machine Learning course, 5 ECTS, EAAA)

Simple Generative Adversarial Network (GAN)
that can generate cat doodles
(December 2021):

Cat GAN (documents)
Cat GAN Notebook

PBA Software & Diplom (Machine Learning course, 10 ECTS, EAAA)

Genetic Algorithm exercise.
Traveling Salesman Problem using Genetic Algorithms
(March 2021):

TSP GA Exercise

Datamatiker (4th semester course, EAAA)

Lisp Introduction.
Scheme/Racket (a dialect of Lisp)
(May 2021):

Scheme/Racket Introduction

Datamatiker (4th semester course, EAAA)

Scala Introduction.
(June 2021):

Scala Introduction

Datamatiker (4th semester course, EAAA)

(Misc) Python AI resources (March 2020)
(From PBA AI Introduction Course):

OpenCV Resources:

Motion Detection
Recognition (Haarcascades. Faces, Eyes and more)
Tracker (Colors)

Neural Nets:

Keras, TensorFlow

NLP:

Man, King, Queen
Trump Tweets

Reinforcement Learning:

Bandits
Gambler
Taxi (Gym)

PBA Software (AI Introduction course, EAAA)

Pong (Atari).
Reinforcement Learning with Policy Gradients.
(March 2022):

Pong (Atari)

PBA Software (AI & Automation course, EAAA)

Matlab Projects.
(July 2021):

Matlab Projects

That is, an opinion-contagion assignment from the Vrije Universiteit Amsterdam Summerschool
(Dealing with Behavioural Informatics. Social AI, Simulations)