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tsai

A Python library of deep learning models for time series tasks like forecasting and classification.

New this week

What it does

tsai is a code library for working with time series, data recorded over time such as sensor readings or sales. It is built on PyTorch and fastai, two popular AI libraries.

It gathers many deep learning models designed for this kind of data and uses them for classification, regression (predicting a number), forecasting and filling in missing values.

It also lets you download many ready-made datasets for practice and includes tutorials.

Who it's for

Data scientists and researchers applying deep learning to time-based data.

Can I use it without coding?

Developers only. It is a Python library, so you use it by writing code. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
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