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Python em-routing Projects
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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.
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InfluxDB
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At one point I experimented a little with transformers that had access to external memory searchable via KNN lookups https://github.com/lucidrains/memorizing-transformers-pytorc... or via routed queries with https://github.com/glassroom/heinsen_routing . Both approaches seemed to work for me, but I had to put that work on hold for reasons outside my control.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python em-routing related posts
- What can LLMs never do?
- A Surprisingly Effective Way to Estimate Token Importance in LLM Prompts
- Unlimiformer: Long-Range Transformers with Unlimited Length Input
- Scaling Transformer to 1M tokens and beyond with RMT
- From Deep to Long Learning
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A note from our sponsor - InfluxDB
www.influxdata.com | 29 Apr 2024
Index
| Project | Stars | |
|---|---|---|
| 1 | heinsen_routing | 160 |
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