modelstar-labs / modelstar

Ship and manage machine learning solutions inside Snowflake with a few lines of SQL

Hi there, this is Modelstar 👋

ModelStar is the easiest way to ship and manage machine learning solutions inside Snowflake, with only a few lines of SQL.

Modelstar is for the modern data stack

Who are the users?

• Snowflake and DBT users.
• Anyone who knows basic SQL.
• Analyst, data engineers.

Why we build Modelstar?

Modelstar is our attempt to simplify ML for analysts. Our design philosophy is: Data is the most critical component in ML, so shipping ML solutions should be as easy as creating data objects.

Installation

To get started with Modelstar, install the Modelstar Python package into your local Python environment.

$ pip install modelstar

It's recommended to install modelstar within a Python virtual environment using pyenv, virtualenv, or poetry.

For a complete quickstart guide visit Modelstar-Quickstart

Tutorials

• Forecast Sales inside Snowflake with 1 Line of SQL