Skip to main content
Python Software Foundation 20th Year Anniversary Fundraiser  Donate today!

A system to manage machine learning models

Project description

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 runs on Python 2.X and 3.X and can be used with any ML environment via the ModelDB Light API.

Quick start


You can install it using pip directly from PyPI:

pip install modeldb

Custom Configuration

Once installed, you can create a custom syncing scheme setup by typing:

python -m modeldb create_config

Unless an alternative syncing scheme is specialized, modeldb will use the packaged syncer.json defaults.


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

Additional documentation on the light_api and scikit-learn client is also available.

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for modeldb, version 0.0.1a30
Filename, size File type Python version Upload date Hashes
Filename, size modeldb-0.0.1a30.tar.gz (66.2 kB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page