In their defense, F# has https://diffsharp.github.io and .NET has https://ilgpu.net

In terms of NumPy port, for more involved implementations you might be better off using built-in numeric primitives together with upcoming Tensor<T>(kind of like ndarray on steroids) and TensorPrimitives (BLAS).