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Classroom Contents
Python Symbolic Regression - Physics Informed Machine Learning
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- 1 Intro
- 2 What is Symbolic Regression?
- 3 High-Level Algorithm/ Genetic Programming Overview
- 4 // Crossover and Mutation
- 5 History of Symbolic Discovery/ Background: Symbolic Discovery
- 6 // Symbolic Discovery Case Study
- 7 // Case Study: Control Laws
- 8 Why PySR
- 9 // PySR: Features
- 10 // PySR: Benchmarks
- 11 // PySR: Code Structure
- 12 Why Symbolic Regression/ Potential Outro
- 13 Outro
