moeezm / chiyodiff

C Autodiff implementation

CHIYODIFF

An automatic differentiation library with support for arbitrary tensor operations. If you define a function from shape X tensors to shape Y tensors, and also define the derivative, then you can use it in chiyodiff.

Built in support for matmuls, common scalar operations (+,-,*,/,exp,log,sin,cos) and tensorizing scalar operations.

make will compile chiyodiff.c which just has a testing function right now.

Breakdown of code files:

• A.h: a dynamically resized array implementation, used for adjacency lists and queues
• funcs.h: mathematical functions that you want to compute
• tensor.h: defines tensors and various helper functions for them
• chiyodiff.h: main computational graph stuff