https://github.com/eve-ning/ppshift

Analyzes maps and scores from 2015
https://github.com/eve-ning/ppshift

data-analysis data-mining osu osugame

Last synced: about 2 months ago
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Analyzes maps and scores from 2015

• Host: GitHub
• URL: https://github.com/eve-ning/ppshift
• Owner: Eve-ning
• License: mit
• Created: 2018-11-05T15:50:07.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-07-29T17:30:56.000Z (over 5 years ago)
• Last Synced: 2024-10-27T18:25:01.970Z (3 months ago)
• Topics: data-analysis, data-mining, osu, osugame
• Language: HTML
• Homepage: https://docs.google.com/spreadsheets/d/1XIFd0A34YlQaR_FUfOYt0gAHCfyltCkkndjiTS7ITs0/edit?usp=sharing
• Size: 6.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Prediction of Star Rating using Regression Learning

## Research Document

[Link to Document](https://github.com/Eve-ning/ppshift/blob/master/documents/research.pdf)

## Results

[Full Report](https://github.com/Eve-ning/ppshift/blob/master/documents/KNIME/rating_workflows/results/full_report.pdf)

### Google Sheet

[Link Here](https://docs.google.com/spreadsheets/d/1XIFd0A34YlQaR_FUfOYt0gAHCfyltCkkndjiTS7ITs0/edit?usp=sharing)

Feel free to meddle with the Filters using Filter View

**Data -> Filter Views... -> Create New Filter View**

## Tools Used

- osu! API

- KNIME

- MS Access, Excel

- MSVS

## More Information

- [osu! API](https://github.com/ppy/osu-api/wiki)

## Special Thanks

- [peppy](https://github.com/ppy) for providing the osu! API

- All osu!mania player records that made this possible

- Full Tablet for contributing the idea of Isotonic Regression and simplification of data presentation