Chunkdot
Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Text2vec | 829 | 15 | 18 | 6 months ago | 10 | November 09, 2023 | 24 | other | R | |
| Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | ||||||||||
| Embedditor | 192 | 5 months ago | 2 | agpl-3.0 | PHP | |||||
| ⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team. | ||||||||||
| Chunkdot | 28 | 4 months ago | 13 | September 01, 2023 | mit | Python | ||||
| Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations. | ||||||||||
| Reach | 22 |  | 8 | 1 | 7 months ago | 37 | July 20, 2023 | mit | Python | |
| Load embeddings and featurize your sentences. | ||||||||||
| Signs | 13 | 9 months ago | 2 | mit | Python | |||||
| A suite of tools for text preparation, vectorization and processing for deep learning with Keras. | ||||||||||
| User2code2vec | 11 | 5 years ago | Jupyter Notebook | |||||||
| 🤓 user2code2vec: Embeddings for Profiling Students Based on Distributional Representations of Source Code. Full Paper presented at Learning Analytics & Knowledge 2019 Conference in AZ, USA | ||||||||||
| Veml | 5 | a year ago | mit | |||||||
| Vector Embedding Markup Language - markup language designed specifically for annotating and structuring data related to vector embeddings. | ||||||||||
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Python
Embeddings
Vectorization