symnum.diffops package

Autograd-style functional differential operators.

Submodules

• symnum.diffops.numpy module
  • grad()
  • gradient()
  • hessian()
  • hessian_vector_product()
  • jacobian()
  • jacobian_vector_product()
  • matrix_hessian_product()
  • matrix_tressian_product()
  • vector_jacobian_product()
• symnum.diffops.symbolic module
  • grad()
  • gradient()
  • hessian()
  • hessian_vector_product()
  • jacobian()
  • jacobian_vector_product()
  • matrix_hessian_product()
  • matrix_tressian_product()
  • vector_jacobian_product()