Tutorials

• Examples Gallery
• Getting Started - Matrix Multiplication
  • Install egglog Python
  • Creating an E-Graph
  • Defining Dimensions
    • Testing in a notebook
  • Dimension Replacements
    • Testing
  • Matrix Expressions
    • Rows/cols Replacements
    • Operation replacements
• Optimizing Scikit-Learn with Array API and Numba
  • Normal execution
  • Building our inputs
  • Getting a result
  • Optimizing our result
  • Translating for Numba
  • Compiling back to Python source
  • Compiling to Numba
  • Evaluating performance
  • Conclusion
• 01 - Basics of Equality Saturation
• 02 - Datalog
• 03 - E-class Analysis
  • Debugging tips!
• 04 - Scheduling
  • Rulesets
  • Schedules
  • Using custom schedulers
• 05 - Extraction and Cost
  • Setting custom cost for e-nodes