Dicklesworthstone/fast_vector_similarity
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High-performance vector similarity library in Rust with Python bindings: Spearman, Kendall, distance correlation, Jensen-Shannon, Hoeffding's D, and bootstrapped confidence intervals
6 mentions on Hacker News by 1 person: 1 story, 5 comments · first 2023-08-23 · latest 2024-09-14
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…trying to accomplish and making it happen. Here is the diff to the code file showing the changes: https://github.com/Dicklesworthstone/fast_vector_similarity/...
comment by eigenvalue · 2024-09-14 · in Terence Tao on O1 -
…out my library for vector similarity that has various other measures which are more discriminative: https://github.com/Dicklesworthstone/fast_vector_similarity pip install fast_vector_similarity
comment by eigenvalue · 2024-04-07 · in SentenceTransformers: Python framework for sentence, text and image embeddings -
…to the best ones. You might find this open-source library I made recently useful for that: https://github.com/Dicklesworthstone/fast_vector_similarity I've had good results from starting with cosine similarity (using FAISS) and then…
comment by eigenvalue · 2023-11-21 · in Show HN: Neum AI – Open-source large-scale RAG framework -
You can see how I did something similar in my library here: https://github.com/Dicklesworthstone/fast_vector_similarity/... Basically you use ndarray instead of numpy, try to vectorize anything you can, and for the for loops that can’t be…
comment by eigenvalue · 2023-09-22 · in Some reasons to avoid Cython -
Yeah, like the other commenter said, everything is in this file here: https://github.com/Dicklesworthstone/fast_vector_similarity/... If you also make your project using Rust and Maturin, you can literally just copy and paste that into…
comment by eigenvalue · 2023-08-23 · in Show HN: Fast vector similarity using Rust and Python -
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Show HN: Fast vector similarity using Rust and Pythonstory by eigenvalue · 2023-08-23 · 40 comments