Linear Algebra With Python 1 – Basic Operations
NumPy arrays offer powerful operations for multidimensional data. Shape reveals array dimensions. Addition, subtraction, and scalar multiplication are element-wise. Matrix multiplication uses np.dot(). Transpose flips rows and columns. Several methods exist to check array equality, including array_equal(), all(), allclose(), and array_equiv().