GitHub / Baschin1103 1 Repository
Projects using machine-learning and databases besides gaming.
Baschin1103/Principal_component_analysis
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 approach for this is the Principal-Component-Analysis (PCA). More details in the python program as comments.
Language: Python - Size: 136 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
Baschin1103/Knn-classification-sqlalchemy
Example-Script to load data from a database and classify by the K-Nearest Neighbor (KNN) Algorithm.
Language: Python - Size: 83 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
Baschin1103/Neural-network-building-in-python
In this repository is a programm with a pretrained artificial neural network from Building AI. The network predicts the price of a cabin based on it's attributes.
Language: Python - Size: 5.86 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
Baschin1103/Sliding-variance-with-imputation
Calculation of the sliding variance with imputation
Language: Python - Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
Baschin1103/Players-Database-Hattrick
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.
Language: Python - Size: 73.2 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
Baschin1103/Machine-learning-linear-regression-TSI
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 on: https://wiki.hattrick.org/wiki/Total_Skill_Index. In this repository is the programm and necessary data.
Language: Python - Size: 13.7 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0