workbench

A template workbench.

This workbench is based on a "cut" from sertansenturk/cookiecutter-ds-docker.

1. Introduction

It consists of a docker-compose stack with the services below (See Sections Setup and Running the Services):

1. A Jupyter service with minimal customization
2. An mlflow tracking server to store experiments
3. A postgresql database, which stores mlflow tracking information

workbench also comes with two standalone Docker image below for local usage:

1. Python test and development
2. Building Sphinx documentation

3. Quickstart

To build and start the Docker stack, run:

make