Python approximate-nearest-neighbors

Open-source Python projects categorized as approximate-nearest-neighbors
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Topics: Artificial intelligence Deep Learning Memory Transformers attention-mechanism
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Python approximate-nearest-neighbor Projects

  • memorizing-transformers-pytorch

    Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

    • Project mention: What can LLMs never do? | news.ycombinator.com | 2024-04-27

    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.

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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).

Index

Project Stars
1 memorizing-transformers-pytorch 611

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