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docker-python-base's Introduction

Python Base Docker Image

Docker image for base Python 3 support with data science packages. Around 213 MB in size

Major Features

  • Python 3: with pip - Python Package Installer
  • NumPy: a fundamental package for scientific computing with Python.
  • pandas: an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.
  • SciPy: an open-source software for mathematics, science, and engineering.
  • scikit-learn: a free software machine learning library for the Python programming language. It features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy.
  • GLPK: a package is intended for solving large-scale linear programming (LP), mixed integer programming (MIP), and other related problems
  • Psycopg2: Psycopg is the most popular PostgresSQL adapter for the Python programming language. At its core it fully implements the Python DB API 2.0 specifications.

Usage

make build

Licensing

MIT License

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