Machine Learning Repository

This is a repository for my own machine learning programms.

Algorithms without any frameworks

Tables	Description	Algorithm
Hello_World.py	Tried to learn the basics and started with an machine learning linear regression algorithms. No additional framework was imported.	linear regression

Prediciton footballgames with xgboost

Tables	Description	Algorithm
BundesligaVorhersage.ipynb	Tried to predict the final outcome of a Bundesliga football match based on other final results	xgboost
Bundesliga-HalbzeitVorhersage.ipynb	Tried to predict the final outcome of a Bundesliga football match based on other halftime results.	xgboost

Recognition of hand written numbers

Tables	Description	Algorithm
Handschrift.ipynb	The solution to an exercise paper that i wrote. Implementation of a neural network with description of what the different cells do in german language. Includes the tensorflow framework an keras with the new 2.0 Version.	Neural network + Supervised Learning