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https://github.com/petronetto/machine-learning-alpine

Alpine Container for Machine Learning
https://github.com/petronetto/machine-learning-alpine

alpine docker jupyter-notebook keras machine-learning matplotlib numpy pandas python scikit-learn seaborn tensorflow xgboost

Last synced: 4 days ago
JSON representation

Alpine Container for Machine Learning

Host: GitHub
URL: https://github.com/petronetto/machine-learning-alpine
Owner: petronetto
License: bsd-3-clause
Created: 2017-05-06T07:18:56.000Z (over 7 years ago)
Default Branch: master
Last Pushed: 2018-05-28T20:31:37.000Z (over 6 years ago)
Last Synced: 2024-04-14T06:42:53.933Z (7 months ago)
Topics: alpine, docker, jupyter-notebook, keras, machine-learning, matplotlib, numpy, pandas, python, scikit-learn, seaborn, tensorflow, xgboost
Language: Jupyter Notebook
Homepage: https://hub.docker.com/r/petronetto/machine-learning-alpine/
Size: 1.78 MB
Stars: 35
Watchers: 5
Forks: 10
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # Alpine Container for Machine Learning

```

  __  __            _     _              _                          _

 |  \/  | __ _  ___| |__ (_)_ __   ___  | |    ___  __ _ _ __ _ __ (_)_ __   __ _

 | |\/| |/ _` |/ __| '_ \| | '_ \ / _ \ | |   / _ \/ _` | '__| '_ \| | '_ \ / _` |

 | |  | | (_| | (__| | | | | | | |  __/ | |__|  __/ (_| | |  | | | | | | | | (_| |

 |_|  |_|\__,_|\___|_| |_|_|_| |_|\___| |_____\___|\__,_|_|  |_| |_|_|_| |_|\__, |

                                                                            |___/

```

[![petronetto/machine-learning-alpine](http://dockeri.co/image/petronetto/machine-learning-alpine)](https://registry.hub.docker.com/u/petronetto/machine-learning-alpine/)

[![](https://images.microbadger.com/badges/image/petronetto/machine-learning-alpine.svg)](https://microbadger.com/images/petronetto/machine-learning-alpine "Get your own image badge on microbadger.com")

[![GitHub issues](https://img.shields.io/github/issues/petronetto/machine-learning-alpine.svg)](https://github.com/petronetto/machine-learning-alpine/issues)

[![GitHub license](https://img.shields.io/github/license/petronetto/machine-learning-alpine.svg)](https://raw.githubusercontent.com/petronetto/machine-learning-alpine/master/LICENSE)

[![Twitter](https://img.shields.io/twitter/url/https/github.com/petronetto/machine-learning-alpine.svg?style=social)](https://twitter.com/intent/tweet?text=Wow:&url=https%3A%2F%2Fgithub.com%2Fpetronetto%2Fmachine-learning-alpine)

[![CircleCI](https://circleci.com/gh/petronetto/machine-learning-alpine/tree/master.svg?style=svg)](https://circleci.com/gh/petronetto/machine-learning-alpine/tree/master)

## 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 [email protected]: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.

or

```

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)