8000 Baschin1103 (Sebastian Heise) · GitHub
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  1. Machine-learning-linear-regression-TSI Machine-learning-linear-regression-TSI Public 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-Hattrick Players-Database-Hattrick Public 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-sqlalchemy Knn-classification-sqlalchemy Public

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

    Python

  4. Principal_component_analysis Principal_component_analysis Public

    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. Classification_neural_network_pytorch_confusion_matrix Classification_neural_network_pytorch_confusion_matrix Public template

    In this repository you find a jupyter-notebook and csv-data that is made for classification of hattrick players by a neural network with pytorch. A confusion-matrix is done to interpret the results…

    Jupyter Notebook

  6. Pytorch-neural-network-normalisation Pytorch-neural-network-normalisation Public template

    In this repository is a script for easy building and deploying a neural network with Pytorch. The MNIST dataset will be downloaded and used. The inputs will be normalised.

    Python

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