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1. Machine-learning-linear-regression-TSIMachine-learning-linear-regression-TSIPublic template

   The model is the multiple linear regression loaded from scikit-learn. The aim is to create a model to forecast the so called Total-Skill-Index (TSI) of a player from hattrick.org. More information …

   Python

2. Players-Database-HattrickPlayers-Database-HattrickPublic template

   This repository contains all files and programs for creating a normalized and relational database consisting of players from hattrick.org. See readme for more information.

   Python

3. Knn-classification-sqlalchemyKnn-classification-sqlalchemyPublic

   Example-Script to load data from a database and classify by the K-Nearest Neighbor (KNN) Algorithm.

   Python

4. Principal_component_analysisPrincipal_component_analysisPublic

   In this repository you find a python program and the prints and 3D-visualization of it. After the KNN-Classification I wanted to know which variables have the most relevance for the results. One ap…

   Python

5. NN_timeseries_parametersNN_timeseries_parametersPublic template

   This repository is made for analysing the impact of parameters to two values of a timeseries using a neural network. Use-Case is the effect of four medications on the night and day conditions. The …

   Jupyter Notebook

6. Kmeans_clustering_exampleKmeans_clustering_examplePublic template

   Clustering data for the variable 'Führungsqualitäten' and trying to make predictions this way

   Jupyter Notebook