https://github.com/peteroid/ml-in-action
A demo repository to implement different machine learning algorithms
https://github.com/peteroid/ml-in-action
Last synced: 11 months ago
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A demo repository to implement different machine learning algorithms
- Host: GitHub
- URL: https://github.com/peteroid/ml-in-action
- Owner: peteroid
- License: mit
- Created: 2016-08-04T23:54:54.000Z (almost 10 years ago)
- Default Branch: master
- Last Pushed: 2016-08-06T18:14:47.000Z (almost 10 years ago)
- Last Synced: 2025-07-07T23:58:15.913Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 20.5 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# ml-in-action (Machine Learning in Action)
A demo repository to implement different machine learning algorithms
# Getting started
```bash
# get the project dependencies
pip install -r requirements.txt
# open ipython notebook to access the entries
ipython notebook
```
# Entries
So far, all entries are done in SciKit Learn. Plan to do TensorFlow later.
## Poker hands
### Features
- Discover the hidden patterns under the rules
- Achieve the automatic rule generation
- avoid hand-coded heuristics
### Credits
1. [https://www.kaggle.com/c/poker-rule-induction](https://www.kaggle.com/c/poker-rule-induction)
2. [http://archive.ics.uci.edu/ml/datasets/Poker+Hand](http://archive.ics.uci.edu/ml/datasets/Poker+Hand)
# Installation Error
1. `no lapack/blas resources found` @ scipy
- `sudo apt-get install libblas-dev liblapack-dev libatlas-base-dev gfortran`
2. `Not found: freetype, png` @ matplotlib
- png: `sudo apt-get install libpng-dev`
- freetype: [https://launchpad.net/ubuntu/+source/freetype](https://launchpad.net/ubuntu/+source/freetype)
- still not found after install freetype: `sudo apt-get install pkg-config # probably pkg issue`