Articles

Numerical Methods

Derivations and implementations of efficient solvers for linear systems and partial differential equations.

• Tridiagonal Solvers
• Thomas Algorithm
• Cyclic Reduction
• Parallel Cyclic Reduction
• Finite Difference Ultrasound

Reinforcement Learning

Applying Monte Carlo methods and policy iteration to classic games and decision problems.

• Blackjack: Policy Iteration
• Blackjack: MC ES
• Blackjack: Basic Strategy
• Blackjack: Doubling

Implementations in MLX

Using Apple MLX to speed up numerical methods.

• Tridiagonal MLX