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Py-pytensor
Jul 20, 2023
Optimizing compiler for evaluating mathematical expressions
PyTensor is a fork of Aesara - a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Features
- A hackable, pure-Python codebase
- Extensible graph framework suitable for rapid development of custom operators and symbolic optimizations
- Implements an extensible graph transpilation framework that currently provides compilation via C, JAX, and Numba
- Based on one of the most widely-used Python tensor libraries Theano
Checkout these related ports:
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