PyTensor is a Python library designed for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays. It serves as the computational backend for PyMC.

Key features include a hackable, pure-Python codebase, an extensible graph framework for custom operators and optimizations, and a transpilation framework supporting compilation via C, JAX, and Numba. Unlike PyTorch and TensorFlow, PyTensor maintains a static graph that can be modified in-place for advanced optimizations.

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Manya Goyal

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