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SymJAX is a symbolic programming version of JAX simplifying graphinput/output/updates and providing additional functionalities for generalmachine learning and deep learning applications. From an user perspectiveSymJAX provides a la Theano experience with fast graph optimization/compilationand broad hardware support, along with Lasagne-like deep learningfunctionalities.

SymJAX: symbolic CPU/GPU/TPU programming