https://github.com/alexp11223/simplepybrainneuralneutwork
Some scripts for dataset exploration, normalization and classification using Python, PyBrain, SciPy
https://github.com/alexp11223/simplepybrainneuralneutwork
classification decision-trees gaussian-distribution machine-learning neural-network normalization pybrain python python2 qqplot scipy svm svm-classifier uci
Last synced: 7 months ago
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Some scripts for dataset exploration, normalization and classification using Python, PyBrain, SciPy
- Host: GitHub
- URL: https://github.com/alexp11223/simplepybrainneuralneutwork
- Owner: AlexP11223
- License: mit
- Created: 2018-09-29T15:53:53.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2018-10-07T17:35:54.000Z (about 7 years ago)
- Last Synced: 2025-02-06T23:31:25.185Z (8 months ago)
- Topics: classification, decision-trees, gaussian-distribution, machine-learning, neural-network, normalization, pybrain, python, python2, qqplot, scipy, svm, svm-classifier, uci
- Language: Python
- Homepage:
- Size: 67.4 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
Some scripts for dataset exploration, normalization and classification with neural network and other methods (decision tree, SVM) on Banknote Authentication Data Set from UCI repository. https://archive.ics.uci.edu/ml/datasets/banknote+authentication
# Usage
Requirements:
- Python 2.7
- [pipenv](https://pipenv.readthedocs.io/en/latest/)
- PyBrain. Clone/download it's repo https://github.com/pybrain/pybrain and put one level up (../) from the project root (or change path in `Pipfile`).
Install dependencies by executing `pipenv install` and run the scripts, all parameters are specified in variables at the top of each script.
