https://github.com/sethtroisi/league-of-data

League of data
https://github.com/sethtroisi/league-of-data

Last synced: about 2 months ago
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League of data

• Host: GitHub
• URL: https://github.com/sethtroisi/league-of-data
• Owner: sethtroisi
• Created: 2015-01-29T06:02:27.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2017-11-08T09:05:51.000Z (about 7 years ago)
• Last Synced: 2024-04-17T05:48:14.462Z (9 months ago)
• Language: Python
• Size: 56.5 MB
• Stars: 2
• Watchers: 6
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# league-of-data

League of data now with Tensorflow!

Best command right now:

```

$ time python3 TFModel.py -n 5000 --rank PLATINUM -b 5-15 -v 2

```

Graph of predictions vs time

![screenshot](https://github.com/sethtroisi/league-of-data/blob/master/Extra/tensorflow-not-messedup-training.png)

A model trained on only Inhibts + Barons with some interesting consequences

![screenshot](https://github.com/sethtroisi/league-of-data/blob/master/Extra/tensorflow-nn-per-block.png)

Graph of confidence vs time

![screenshot](https://github.com/sethtroisi/league-of-data/blob/master/Extra/prediction of games 2.png)