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adtzlr committed Jun 9, 2024
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.. 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
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