Beast code in Giters

GlassRoom's repositories

heinsen_routing

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.

Language:PythonMIT160 10 3

heinsen_sequence

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

MIT70 1 1

git-gpg

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

Language:PythonMIT32 5 2

heinsen_tree

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

Language:PythonMIT12 30

torch_lsuv_init

Layer Sequential Unit Variance (LSUV) Initialization for PyTorch

Language:PythonMIT200

torch_train_test_loop

Composable training/testing of PyTorch models with minimal overhead

Language:PythonMIT1 40

heinsen_routing_2019_paper

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

Language:Jupyter NotebookMIT010

heinsen_routing_2022_paper

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

Language:Jupyter NotebookMIT02 1