Projects in Awesome Lists by Baschin1103
A curated list of projects in awesome lists by Baschin1103 .
https://github.com/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.
3d-printing labelencoder matplotlib numpy pandas principal-component-analysis sklearn-library sqlalchemy standardization variable-importance
Last synced: 28 Mar 2025
https://github.com/baschin1103/knn-classification-sqlalchemy
Example-Script to load data from a database and classify by the K-Nearest Neighbor (KNN) Algorithm.
database knn-classification labelencoder machine-learning ordinal-classification pandas sql sqlalchemy
Last synced: 05 Apr 2025
https://github.com/baschin1103/sliding-variance-with-imputation
Calculation of the sliding variance with imputation
csv imputation linear-interpolation missing-values python sliding statistics variance
Last synced: 05 Apr 2025
https://github.com/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.
bias building-ai forward-pass functioning identity linear-combinations neural-network numpy python regression relu
Last synced: 20 Feb 2025
https://github.com/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.
csv database database-design python sql
Last synced: 05 Apr 2025
https://github.com/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.
csv linear-regression machine-learning numpy pandas python statistics
Last synced: 05 Apr 2025