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WatCL Lab

Waterloo Computational Learning Lab

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  1. neural_networks_and_computation neural_networks_and_computation Public

    Computational abilities and efficiency of neural networks

    61 3

  2. positional_attention positional_attention Public

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

    Python 14 2

  3. cs886-winter-2025 cs886-winter-2025 Public

    CS886: Graph Neural Networks

    14 1

  4. Graph-Attention-Retrospective Graph-Attention-Retrospective Public

    Jupyter Notebook 12 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

Repositories

Showing 10 of 20 repositories
  • cs886-learning-theory Public

    CS 886: Learning Theory for Modern AI course website

    watcl-lab/cs886-learning-theory's past year of commit activity
    TypeScript 1 0 0 0 Updated Sep 13, 2026
  • watcl.github.io Public Forked from kfoynt/opallab
    watcl-lab/watcl.github.io's past year of commit activity
    SCSS 0 1 0 0 Updated May 29, 2026
  • watcl-lab/accelerated_l1_PageRank_experiments's past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 23, 2026
  • exact_gnn Public

    Code implementation for "Learning to Execute Graph Algorithms Exactly with Graph Neural Networks" paper

    watcl-lab/exact_gnn's past year of commit activity
    Python 0 0 0 0 Updated Jan 30, 2026
  • neural_networks_and_computation Public

    Computational abilities and efficiency of neural networks

    watcl-lab/neural_networks_and_computation's past year of commit activity
    61 3 0 0 Updated Jul 19, 2025
  • positional_attention Public

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

    watcl-lab/positional_attention's past year of commit activity
    Python 14 2 0 0 Updated May 26, 2025
  • binary_algos Public

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

    watcl-lab/binary_algos's past year of commit activity
    Python 3 MIT 1 0 1 Updated May 23, 2025
  • cs886-winter-2025 Public

    CS886: Graph Neural Networks

    watcl-lab/cs886-winter-2025's past year of commit activity
    14 1 0 0 Updated Mar 28, 2025
  • permlearn Public

    Source code for the paper "Exact Learning of Permutations for Nonzero Binary Inputs with Logarithmic Training Size and Quadratic Ensemble Complexity"

    watcl-lab/permlearn's past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 25, 2025
  • graphalgosimulation Public

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

    watcl-lab/graphalgosimulation's past year of commit activity
    Python 5 MIT 0 0 0 Updated Feb 13, 2024

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