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einx: Universal Notation for Tensor Operations

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library 0.4.3 ·python
verified Jun 28, 2026

einx is a Python library that provides a universal interface to formulate tensor operations in frameworks such as Numpy, PyTorch, Jax, Tensorflow, and MLX, using an Einstein-inspired notation. It offers a streamlined approach to complex tensor manipulations, often by compiling operations to backend-specific function calls, which helps minimize overhead. The current version is 0.4.3, with frequent minor releases addressing fixes and adding support for new backends.

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