https://github.com/redtachyon/tensorflow-classification
Yazabi/SharpestMinds Tensorflow Skilltest
https://github.com/redtachyon/tensorflow-classification
Last synced: over 1 year ago
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Yazabi/SharpestMinds Tensorflow Skilltest
- Host: GitHub
- URL: https://github.com/redtachyon/tensorflow-classification
- Owner: RedTachyon
- Created: 2017-09-09T14:20:58.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2017-09-13T18:40:16.000Z (almost 9 years ago)
- Last Synced: 2025-01-24T12:13:14.919Z (over 1 year ago)
- Language: Python
- Size: 56.9 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# yazabi-tf-classification
This is an implementation of SharpestMinds' Tensorflow skill test. The train_and_validate function is in train.py, I also provided a convenient wrapper for calling it from the terminal.
__Examples of usage__:
./train.py logreg -i 4000
./train.py nn -i 6000 -H 256 -b 0.2
./train.py knn -K 5
The neural network model supports L2 regularization (through the -b parameter). I didn't implement it for logistic regression, since it's a fairly simple model and overfitting isn't really that much of a problem there.