Public | Automated Build

Last pushed: 2 months ago
Short Description
Ubuntu 16.04 for Python3 Data Scientist
Full Description

Ubuntu 16.04 for Python3 Data Scientist

This repository contains Dockerfile of Python3 for Docker's automated build published to the public Docker Hub Registry.

Base Docker Image

  • dockerfile/ubuntu

Python 3 Packages

Fundamentals

  • NumPy
  • SciPy
  • Pandas
  • Jupyter
  • PIL

Math and Statistics

  • SymPy
  • Statsmodels

Machine Learning

  • Theano
  • Tensorflow
  • Keras
  • Gensim
  • SciKit-Learn
  • NLTK

Plotting and Visualization

  • MatPlotLib
  • Bokeh
  • Ggplot
  • Seaborn

Profiling

  • memory profiler
  • line profiler

Installation

  1. Install Docker.
  2. Download automated build from public Docker Hub Registry:
    docker pull alessandroadamo/ubuntu-ds-python3
    
    alternatively, you can build an image from Dockerfile:
    docker build -t="alessandroadamo/ubuntu-ds-python3" github.com/alessandroadamo/ubuntu-ds-python3
    

Usage

Run Interactively

sudo docker run -it alessandroadamo/ubuntu-ds-python3 /bin/bash

Run Jupyter

docker run -d -p 8888:8888 -v [your path]:/home/ds/notebooks alessandroadamo/ubuntu-ds-python3
Docker Pull Command
Owner
alessandroadamo

Comments (2)
budiman
2 months ago

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huiyi1990
2 months ago

it looks good