The Exp-Minus-Log (eml) operator implemented in python
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Updated
May 10, 2026 - Python
The Exp-Minus-Log (eml) operator implemented in python
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Translate mathematical expressions to and from EML (Exp-Minus-Log) trees, the single-operator primitive for elementary mathematics from Odrzywolek (arXiv:2603.21852). Built for AI/ML researchers.
Implementing a fully connected neural network from scratch: matrix math, backpropagation, gradient descent, and MNIST digit recognition without deep learning frameworks.
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