Docker Image	quantmind/pyml
Source code	quantmind/pyml
Created by	Quantmind
CI

Data analysis and machine learning with python 3.

Usage:

docker pull quantmind/pyml
docker run --rm --name pyml -it quantmind/pyml bash

To show packages installed:

docker run --rm quantmind/pyml python info.py

Contains Python 3.6.1 with the following libraries.

• numpy
• scipy
• pandas

• lxml
• Pillow
• Tesseract-ocr

• psycopg2
• pytables

• scikit-learn - data analysis and manipulation in python
• keras - high-level neural networks API for tensorflow or theano
• theano - evaluate mathematical expressions involving multi-dimensional arrays efficiently
• tensorflow - numerical computation using data flow graphs
• vowpal wabbit - fast online learning code
• XGBoost - optimized distributed gradient boosting library