/pyml

Docker Image for data analysis with python 3

Primary LanguagePython

Machine Learning with Python

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

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.

Math & statistics

Processing & Parsers

Database

Machine Learning

  • 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