Generalized Lloyd Quantization
An implementation of the Generalized Lloyd method for vector quantization
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Vector Quantize Pytorch | 1,627 |  | 25 | 3 months ago | 160 | December 06, 2023 | 27 | mit | Python | |
| Vector Quantization, in Pytorch | ||||||||||
| Lopq | 512 | 5 years ago | 3 | September 22, 2016 | 15 | apache-2.0 | Python | |||
| Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark. | ||||||||||
| Postgres Word2vec | 105 | 3 years ago | mit | C | ||||||
| utils to use word embedding models like word2vec vectors in a PostgreSQL database | ||||||||||
| Fasttext.netwrapper | 60 |  | 1 | a year ago | 36 | November 20, 2021 | 3 | mit | C# | |
| .NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs! | ||||||||||
| Vectorsinsearch | 59 | 4 years ago | 1 | apache-2.0 | Python | |||||
| Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015 | ||||||||||
| Uniquant | 38 | 5 years ago | 1 | mit | C++ | |||||
| A header-only library which allows (un)quantifying efficiently unorganized indexed unit vector sets in 3D. | ||||||||||
| Pq Fast Scan | 38 | 5 years ago | bsd-3-clause-clear | C++ | ||||||
| PQ Fast Scan | ||||||||||
| Elasticsearch Approximate Nearest Neighbor | 27 | 5 years ago | 3 | other | Java | |||||
| Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch | ||||||||||
| Product Quantization | 27 | 3 years ago | Python | |||||||
| 🙃Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.. | ||||||||||
| Embeddings.js | 23 | a year ago | 14 | JavaScript | ||||||
| Word embeddings for the web | ||||||||||
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Python
Vector
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Information Theory