Notes

Mathematics

• Tag systems
• Lamplighter programs
• Riemannian geometry
• Differential operators
• Divergent series
• Partial differential equations
• Langton's ant

Physics

• The Ising model
• Relativistic field equations
• Classical mechanics
• Computational electromagnetics
• Black hole optics

Probability

• Coin fairness
• Multi-armed bandits
• Bayesian updating
• Solomonoff induction

Machine learning

• Artificial neural networks
• Backpropagation
• Reinforcement learning
• Quantum machine learning

Programming

• Web scraping in Python