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@opallab

Opal Lab

The Optimization, Analytics and Learning (OpAL) Lab at the Cheriton School of Computer Science, University of Waterloo.

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  1. neural_networks_and_computation neural_networks_and_computation Public

    Computational abilities and efficiency of neural networks

    52 2

  2. positional_attention positional_attention Public

    Source code for the paper "Positional Attention: Expressivity and Learnability of Algorithmic Computation"

    Python 14 2

  3. Graph-Attention-Retrospective Graph-Attention-Retrospective Public

    Jupyter Notebook 11 1

  4. cs886-winter-2025 cs886-winter-2025 Public

    CS886: Graph Neural Networks

    10 1

  5. graphalgosimulation graphalgosimulation Public

    Source code for the paper "Simulation of Graph Algorithms with Looped Transformers"

    Python 5

  6. binary_algos binary_algos Public

    Source code for the paper "Learning to Add, Multiply, and Execute Algorithmic Instructions Exactly with Neural Networks"

    Python 3 1

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