ModelDB

An open-source system for Machine Learning model versioning, metadata, and experiment management. ModelDB is an open-source system to version machine learning models including their ingredients code, data, config, and environment and to track ML metadata across the model lifecycle.

Features

Works on Docker, Kubernetes
Clients in Python and Scala
Beautiful dashboards for model performance and reporting
Flexible metadata logging including metrics, artifacts, tags and user information
Git-like operations on any model
Integration into state-of-the-art frameworks like Tensorflow and PyTorch
Battle-tested in production environments

Project Samples

Project Activity

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Java

Related Categories

Java Machine Learning Software

Registered

2024-08-15

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