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No NumPy. No PyTorch. No magic. Just you, a text editor, and matrix multiplication. I built four neural networks from scratch — no ML libraries, no automatic differentiation, not even NumPy. Just pure ...

* Program re-ordering for improved L2 cache hit rate. * Automatic performance tuning. # Motivations # Matrix multiplications are a key building block of most modern high-performance computing systems.

This course will cover an overview of major topics in modern control theory, intended to prepare students to work on applications relevant to the Department of Technology Systems (energy, space ...