https://github.com/tajo/deeplearning

Deeplearning (with spambase dataset)
https://github.com/tajo/deeplearning

Last synced: 7 months ago
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Deeplearning (with spambase dataset)

• Host: GitHub
• URL: https://github.com/tajo/deeplearning
• Owner: tajo
• Created: 2014-12-02T12:28:41.000Z (almost 11 years ago)
• Default Branch: master
• Last Pushed: 2014-12-03T12:54:05.000Z (almost 11 years ago)
• Last Synced: 2025-01-12T06:08:44.356Z (9 months ago)
• Language: Python
• Size: 621 KB
• Stars: 1
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
Deep learing

============

This repository contains a stack for deep learning using Theano. There are some python scripts wrapping the functionality, preprocessing datasets, starting experiments and saving results.

Dependencies

------------

- Python 2.7.5+

- Theano 0.6+

- NumPy 1.8.0+

- SciPy 0.13.1+

- matplotlib 1.3.1+. 

- The OS X 10.10 (Yosemite) was used All dependencies were solved through pip and homebrew. The OS X 10.9 should be also fine. 

Running experiments

-------------------

The experiments can be run by command `python run.py tasks/spam.json`.

The parameter specifies the path to JSON configuration of experiment.