MiniGrad: A Swift Package for Applied Linear Algebra

To Try

• Using matplotlib and PythonKit for visualisations

N-Dimensional Array Representation

• https://numpy.org/doc/stable/reference/arrays.ndarray.html
• https://uk.mathworks.com/help/matlab/ref/ind2sub.html
• https://uk.mathworks.com/help/matlab/ref/sub2ind.html
• https://uk.mathworks.com/help/matlab/math/multidimensional-arrays.html
• https://www.pythonlikeyoumeanit.com/Module3_IntroducingNumpy/AccessingDataAlongMultipleDimensions.html

Slicing

subscript(slice: [Any]) -> Tensor where slice should contain either Range or Int OR subscript(slice: Any...) -> Tensor https://docs.swift.org/swift-book/documentation/the-swift-programming-language/functions/#Variadic-Parameters