Robert Joseph George - Verified Scientific Machine Learning in Lean - IPAM at UCLA
Institute for Pure & Applied Mathematics (IPAM) · 25:57
TorchLean and FloatLib are Lean libraries that treat neural networks and floating-point arithmetic as formally specified, executable objects so you can prove shapes, autodiff, robustness, and rounding error instead of...