diff --git a/docs/index.rst b/docs/index.rst index b9d3e1d..c8cce70 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -9,7 +9,7 @@ Documentation .. admonition:: Highlights - Write differentiable code with Tensors based on NumPy arrays - - Designed to operate on input arrays with (elementwise-operating) trailing axes + - Efficient evaluation of batches by elementwise-operating trailing axes - Essential vector/tensor Hyper-Dual number math, including limited support for ``einsum`` (restricted to max. three operands) - Math is limited but similar to NumPy, try to use ``import tensortrax.math as tm`` instead of ``import numpy as np`` inside functions to be differentiated - Forward Mode Automatic Differentiation (AD) using Hyper-Dual Tensors, up to second order derivatives