A linear module is a type of module that performs a linear operation on its input. This can include tasks such as matrix multiplication, dot product, and scalar multiplication. In machine learning, linear modules are often used as the building blocks of more complex models. They can be used, for example, to transform input data into a new space that is more conducive to learning, or to combine the outputs of multiple modules into a single prediction.