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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 161 17

  2. heinsen_sequence heinsen_sequence Public

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

    71 3

  3. git-gpg git-gpg Public

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

    Python 32 4

  4. heinsen_attention heinsen_attention Public

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

    Python 21

  5. heinsen_tree heinsen_tree Public

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

    Python 14

  6. torch_lsuv_init torch_lsuv_init Public

    Layer Sequential Unit Variance (LSUV) Initialization for PyTorch

    Python 2 1

Repositories

Showing 10 of 10 repositories
  • heinsen_attention Public

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

    Python 21 MIT 0 0 0 Updated May 11, 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

    Python 2 MIT 0 0 0 Updated May 3, 2024
  • heinsen_sequence Public

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

    71 MIT 3 0 0 Updated Jan 8, 2024
  • heinsen_routing_2022_paper Public archive

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

    Jupyter Notebook 0 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.

    Python 161 MIT 17 0 0 Updated Apr 13, 2023
  • torch_train_test_loop Public

    Composable training/testing of PyTorch models with minimal overhead

    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.

    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).

    Jupyter Notebook 0 MIT 17 0 0 Updated Nov 16, 2022
  • torch_lsuv_init Public

    Layer Sequential Unit Variance (LSUV) Initialization for PyTorch

    Python 2 MIT 1 0 0 Updated Aug 1, 2019
  • git-gpg Public

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

    Python 32 MIT 4 1 0 Updated Oct 16, 2017

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