glassroom/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.

21 best points · 2 comments · 4 Hacker News posts · 171 GitHub stars · View on GitHub

Hacker News discussions

• New algorithm can route sequences with 1M+ token embeddings in one GPU (21 points, 2 comments, by cs702, 2022-12-20)
• State of the art results in vision and language with capsules (5 points, 0 comments, by RKlophaus, 2019-10-24)
• Heinsen Routing (4 points, 0 comments, by RKlophaus, 2019-10-29)
• An Algorithm for Routing Capsules in All Domains (2 points, 0 comments, by cs702, 2019-10-25)