Introduce tf.linalg namespace.

Ops are named tf.linalg.cholesky etc. Old aliases like tf.cholesky still work.
Notice that most ops were renamed to be more in line with the (more or less) equivalent numpy function.

PiperOrigin-RevId: 166511987