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Mathematical Foundations of Deep Learning

๐Ÿš€ Live Site

The complete curriculum, including lecture notes, practice sets, and research projects, is available at: https://lowrank.github.io/rtg-mfdl/

๐Ÿ›  Local Setup

To run the documentation site locally for development:

  1. Install dependencies:

    pip install -r requirements.txt
  2. Serve the site:

    mkdocs serve

    The site will be available at http://127.0.0.1:8000.

๐Ÿ“ Structure

  • docs/: Markdown source files for the curriculum.
  • mkdocs.yml: Configuration for the Material theme and navigation.
  • requirements.txt: Necessary Python packages.

Copyright ยฉ 2025

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