What are the types of tensors?

What are the different types of tensors?

Tensors can be classified into several types, including scalars, vectors, matrices, and higher-order tensors.

Can you explain what a scalar tensor is?

A scalar tensor is a zero-dimensional tensor, which means it represents a single value, like a number.

What about vector tensors?

Vector tensors are one-dimensional tensors that represent a list of numbers, like coordinates in space.

How do matrices fit into this?

Matrices are two-dimensional tensors, consisting of rows and columns, and are used to represent linear transformations.

Are there any applications of higher-order tensors?

Yes, higher-order tensors are used in various fields, including machine learning, physics, and computer vision.