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A system to manage machine learning models

Project description

Build Status Version Python versions

A basic python client for working with ModelDB machine learning management system.

Visit the original project at : https://github.com/mitdbg/modeldb

This project goal is to try isolate a basic client to operate within model database, where main features will be:

  • Sync projects/models from file (json, yaml)
  • Sync projects/models by using basic mechanism (without sklearn dependencies)
  • Python 2.7 and 3.{5,6} compatibility.

Quick start

Install

Remotely

The most widely known way to install a python package is by pip command. The python package is available at [pypi repository](https://pypi.org/project/modeldb-basic/) (legacy repo [here](https://pypi.python.org/pypi/modeldb-basic)).

Just type this pip command to install it from pypi package repository:

pip install modeldb-basic

Alternatively it’s possible to install it by using any of these URLs:

  • pip install git+https://github.com/engapa/modeldb-basic[@<git_ref>]#egg=modeldb-basic
  • pip install <release_file>

Where [@<git_ref>] is an optional reference to a git reference (i.e: @master, @v0.1.6) and <release_file> is the URL of one release file at https://github.com/engapa/modeldb-basic/releases

Locally

Previously downloaded in your host, somebody may install the package by typing:

pip install .

or:

python setup.py install

Project details


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Files for modeldb-basic, version 0.1.35
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