modeldb 0.0.1a4

A system to manage machine learning models

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

This library makes it easy for users of the ModelDB ML management system to automatically catalog models built with scikit-learn.

ModelDB is an end-to-end system for managing machine learning models. It ingests models and associated metadata as models are being trained, stores model data in a structured format, and surfaces it through a web-frontend for rich querying. ModelDB can be used with any ML environment via the ModelDB Light API.

Quick start

Install

You can install it using pip directly from PyPI:

pip install modeldb

Configure & Use

This library requires a connection to a ModelDB server to work. You can see the getting started docs here.