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machine-learning-alpine

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Alpine Container for Machine Learning

// repository documentation

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# Alpine Container for Machine Learning

```
  __  __            _     _              _                          _
 |  \/  | __ _  ___| |__ (_)_ __   ___  | |    ___  __ _ _ __ _ __ (_)_ __   __ _
 | |\/| |/ _` |/ __| '_ \| | '_ \ / _ \ | |   / _ \/ _` | '__| '_ \| | '_ \ / _` |
 | |  | | (_| | (__| | | | | | | |  __/ | |__|  __/ (_| | |  | | | | | | | | (_| |
 |_|  |_|\__,_|\___|_| |_|_|_| |_|\___| |_____\___|\__,_|_|  |_| |_|_|_| |_|\__, |
                                                                            |___/
```
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## What is include
- Python 3.6
- NumPy
- SciPy
- Scikit-learn
- Pandas
- Matplotlib
- Seaborn
- XGBoost
- Jupyter Notebook

All in a small container around 150 MB :)

## Running the container
- Clone this repository: `git clone git@github.com:petronetto/machine-learning-alpine.git`

- Enter in project folder: `cd machine-learning-alpine`

- Run: `docker-composer up` and open your browser in `http://localhost:8888`

See the `Welcome.ipynb` to see the package versions.

```
docker run -it --name machine-learning \
           -v $(PWD):/notebooks \
           -p 8888:8888 -d \
           petronetto/machine-learning-alpine
```

> If you want work with TensorFlow, you can see my other containers: https://github.com/petronetto/tensorflow-alpine

Enjoy :)

License: [BSD 3-Clause](LICENSE)

machine-learning-alpine

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