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Last pushed: 10 months ago
Short Description
Lightweight Python image with Ubuntu 16.04, Keras and Tensorflow 0.12
Full Description

Python Data Science Image

Lightweight python image with Keras, Tensorflow and Scikit-learn

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Based off of:

  • Ubuntu 16.04 LTS
  • Tensorflow 0.12.1 (CPU only)
  • Python 3.5.2
    • feather 0.3.1
    • flask 0.12
    • h5py 2.6.0
    • keras 1.2.0
    • numpy 1.11.3
    • pandas 0.19.1
    • scikit-learn 0.18.1
    • scipy 0.18.1
    • theano 0.8.2
    • xgboost 0.6

To start container interactively:

$ docker run -it burrito/python bash
or
$ docker run -it burrito/python
$ python3

To run a Python 3 script:

$ docker run -it -v `pwd`:/home/work burrito/python python3 script.py

To run a Flask script:

$ docker run -d -p 5000:5000 -v `pwd`:/home/work burrito/python python3 script.py

To install other packages:

$ docker run -i -t burrito/python
$ docker ps -a
$ docker exec `container ID` pip3 install `package`

Copy files in or out:

$ docker cp `local directory` `container ID`:/home/work
$ docker cp `container ID`:/home/work/data.csv `local directory`

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burrito
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