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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.

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2. heinsen_sequence heinsen_sequence Public

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

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3. sata_attention sata_attention Public

   Reference implementation of "Self-Attention at Constant Cost per Token via Symmetry-Aware Taylor Approximation" (Heinsen and Kozachkov, 2026)

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4. git-gpg git-gpg Public archive

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

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5. heinsen_attention heinsen_attention Public

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

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6. torch_parallel_scan torch_parallel_scan Public

   Simple and fast parallel scan over sequences of tensors, with any binary associative function you specify, for PyTorch (Franz A. Heinsen, 2024)

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