gelu
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Here, we will provide a PyTorch regime to handle the partial differential equation solution of the heat equation by executing Deep Kolmogorov Method of Beck et. al.
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Apr 16, 2024 - Jupyter Notebook
Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.
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Feb 19, 2024 - Jupyter Notebook
"The 'Activation Functions' project repository contains implementations of various activation functions commonly used in neural networks. "
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Mar 18, 2024 - Python
This repository contains the code and the report for the coursework of INFR11031 Advanced Vision, a postgraduate course offered at The University of Edinburgh. The task was to train on limited and improve the accuracy of the ResNet-50 classifier on a small subset of the ImageNet dataset containing 50K training images and 50K test images. Achieve…
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Jul 2, 2022 - Jupyter Notebook
PyTorch implementation of normalization-free LLMs investigating entropic behavior to find desirable activation functions
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Nov 2, 2024 - Python
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