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Data science tools

AutoGluon

Builds accurate prediction models from your spreadsheet-style or time-based data with just a few lines of code.

Research-backedNew this week

What it does

AutoGluon automates machine learning, where a computer learns patterns from examples. You give it data, such as a table or a series of numbers over time, and say what you want to predict.

It then tries many kinds of models and finds the combination that works best. Its makers say you can do this in about three lines of code.

It handles tables, time-series forecasting, and mixed data such as text and images.

Who it's for

Data scientists, analysts and developers who want good predictions without hand-tuning many models.

Can I use it without coding?

Developers only. You use it from Python code. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
Runs on
Linux, Mac, Windows
Computer
An ordinary computer is fine
Privacy
Runs on your own device: your data stays with you
API key
Not needed

Try it

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • License (Apache-2.0): Permissive: free to use, change and share, including for business.
  • More on staying safe

Where people are talking about it