Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming

Bart van Merriënboer, Dan Moldovan, Alexander B Wiltschko

The need to efficiently calculate first- and higher-order derivatives of increasingly complex models expressed in Python has stressed or exceeded the capabilities of available tool…