Books
- The Hyper-Drive Algorithms From Raw Python Formulas to High-Performance GPU & Machine CodeFrom Raw Python Formulas to High-Performance GPU & Machine CodeAnas AhmedAdawy
Make your Python AI code up to 100× faster using NumPy vectorization, Numba, parallel execution, and GPU acceleration. Learn through practical benchmarks and real-world optimization examples.
- Notes on Dynamical Systems for Actor-Critic LearningA Dynamical Systems Approach to Reinforcement Learning Mean DynamicsVladyslav Prytula
An introduction to actor-critic algorithms as dynamical systems: featuring hand-computable examples, fast-slow reductions, and machine-checked Lean 4 proofs
