tensor – Types and Ops for Symbolic numpy

Theano’s strength is in expressing symbolic calculations involving tensors. There are many types of symbolic expressions for tensors. They are grouped into the following sections:

• Basic Tensor Functionality
• random – Low-level random numbers
• tensor.utils – Tensor Utils
• tensor.elemwise – Tensor Elemwise
• tensor.extra_ops – Tensor Extra Ops
• tensor.io – Tensor IO Ops
• tensor.slinalg – Linear Algebra Ops Using Scipy
• tensor.nlinalg – Linear Algebra Ops Using Numpy
• tensor.fft – Fast Fourier Transforms
• tensor.conv – Tensor Convolutions
• tensor.rewriting.math – Tensor Rewrites for Math Operations
• tensor.rewriting.basic – Tensor Rewrites