Machine Learning Refined v1.5
This release consolidates recent improvements to the Machine Learning Refined repository, enhancing organization and accessibility for the 2nd edition textbook materials.
What's New
PDF Access Improvements
- Added direct download links for all chapter PDFs in the README
- Fixed broken link to Chapter 7 PDF
- Reorganized chapter PDFs into clearer directory structure (
chapter_pdfs/2nd_ed)
Repository Organization
- Moved presentation slides to external hosting for faster cloning
- Cleaned up unused data and legacy files
- Streamlined repository structure for easier navigation
Documentation Updates
- Improved README with clearer getting started guides for both independent learners and instructors
- Updated navigation links throughout documentation
- Spelling and formatting corrections
Resources
- Free PDF Chapters: Available in
chapter_pdfs/ - Interactive Notebooks: Run in Google Colab or locally via
notes/ - Exercises: Practice problems in
exercises/ - Presentation Slides: Download from Dropbox