Framework v8
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Welcome to the SigTech User Guide. SigTech provides next-gen technology for quantitative multi-asset research and investment. The SigTech platform includes the SigTech Framework of Python-based analytics tools, a catalogue of clean, curated data from multiple sources, and GUI environments for managing research and production. For more on the value that SigTech provides, see
This User Guide provides introductions and reference material explaining vital SigTech concepts and workflows. It supplements the API Reference, example notebooks, video tutorials and framework source code in helping you make the most of the SigTech platform.

What's new in framework version 8?

View recent changes in the SigTech framework:

Search with AI

This user guide features an AI plug-in. Simply open the search bar, select Lens and ask the AI a question and wait for the answer. Below are some screenshots of this process.
  1. 1.
    In the top left corner of the page, click on Search.
  1. 2.
    To the right of the search bar, click Lens.
  1. 3.
    Ask the AI a question and wait for the answer to generate.
  1. 4.
    Copy and paste the results into a notebook and call the framework to run the code.

Learn to use SigTech


  • SigTech requires some basic Python knowledge—variables, functions, lists, dictionaries and loops. You can learn about these in any good introduction to Python.
  • You also need to know the basics of using JupyterLab—see our JupyterLab overview.

Get started with our quickstart tutorials:

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