MLDB

What it is

The Machine Learning Database is a specialized database that allows users to store data, explore it using SQL commands, train machine learning models, and expose these models as APIs over a RESTful interface. It's ideal for teams needing an integrated solution for both data storage and model deployment.

MLDB stands out as an open-source, self-hosted solution that integrates data storage with machine learning capabilities through RESTful APIs and SQL support.

When it fits — and when it doesn’t

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

1. 01

   Complex setup process

   Requires manual configuration of multiple components including database, model training environment, and RESTful API endpoints

What it does well

• RESTful API for data manipulation and model deployment

• SQL support for data exploration

• Integrated machine learning capabilities

• Self-hosted solution

• Open-source

Pricing

Free tier

YesOpen source — free to use

Paid from

$0

Model

Flat rate

Enterprise plan

No

Pricing not independently confirmed — check the vendor’s page.