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  1. heinsen_routing heinsen_routing Public

    Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.

    Python 167 17

  2. heinsen_sequence heinsen_sequence Public

    Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)

    88 4

  3. git-gpg git-gpg Public archive

    Use git on an untrusted server via a GPG-encrypted repository.

    Python 33 4

  4. heinsen_attention heinsen_attention Public

    Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)

    Python 24 1

  5. heinsen_tree heinsen_tree Public

    Reference implementation of "Tree Methods for Hierarchical Classification in Parallel" (Heinsen, 2022) in PyTorch.

    Python 14

  6. heinsen_position_embeddings heinsen_position_embeddings Public

    Reference implementation of "Encoding Position by Decaying and Updating Different Exponentiated States Differently," as proposed by Franz A. Heinsen in March 2024

    Python 5

Repositories

Showing 10 of 11 repositories
  • torch_parallel_scan Public

    A simple implementation of parallel scan over sequences of tensors for PyTorch (Franz A. Heinsen, 2024)

    glassroom/torch_parallel_scan’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Dec 21, 2024
  • heinsen_sequence Public

    Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)

    glassroom/heinsen_sequence’s past year of commit activity
    88 MIT 4 0 0 Updated Dec 5, 2024
  • heinsen_position_embeddings Public

    Reference implementation of "Encoding Position by Decaying and Updating Different Exponentiated States Differently," as proposed by Franz A. Heinsen in March 2024

    glassroom/heinsen_position_embeddings’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Jun 17, 2024
  • heinsen_attention Public

    Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)

    glassroom/heinsen_attention’s past year of commit activity
    Python 24 MIT 1 0 0 Updated Jun 6, 2024
  • heinsen_routing_2022_paper Public archive

    Instructions for replicating the results in "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022).

    glassroom/heinsen_routing_2022_paper’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Aug 29, 2023
  • heinsen_routing Public

    Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.

    glassroom/heinsen_routing’s past year of commit activity
    Python 167 MIT 17 0 0 Updated Apr 13, 2023
  • torch_train_test_loop Public

    Composable training/testing of PyTorch models with minimal overhead

    glassroom/torch_train_test_loop’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jan 24, 2023
  • heinsen_tree Public

    Reference implementation of "Tree Methods for Hierarchical Classification in Parallel" (Heinsen, 2022) in PyTorch.

    glassroom/heinsen_tree’s past year of commit activity
    Python 14 MIT 0 0 0 Updated Dec 16, 2022
  • heinsen_routing_2019_paper Public archive Forked from glassroom/heinsen_routing

    Instructions for replicating the results in "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019).

    glassroom/heinsen_routing_2019_paper’s past year of commit activity
    Jupyter Notebook 0 MIT 17 0 0 Updated Nov 16, 2022
  • torch_lsuv_init Public

    Layer Sequential Unit Variance (LSUV) Initialization for PyTorch

    glassroom/torch_lsuv_init’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Aug 1, 2019
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