magnitude
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magnitude | skift | |
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5 | 1 | |
1,610 | 234 | |
-0.1% | - | |
0.0 | 1.8 | |
9 months ago | almost 2 years ago | |
Python | Jupyter Notebook | |
MIT License | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
magnitude
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Text Classification Library for a Quick Baseline
(3) FastText now supports multiple languages [2].
[1] https://github.com/plasticityai/magnitude#pre-converted-magn...
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Pgvector – vector similarity search for Postgres
Check out Magnitude, we built it to solve that problem: https://github.com/plasticityai/magnitude
It's still loaded from a file, but heavily uses memory-mapping and caching to be speedy and not overload your RAM immediately. And in production scenarios, multiple worker processes can share that memory due to the memory mapping.
Disclaimer: I'm the author.
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Build an Embeddings index from a data source
General language models from pymagnitude
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Tutorial series on txtai
Backed by the pymagnitude library. Pre-trained word vectors can be installed from the referenced link.
skift
What are some alternatives?
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
instatext - Train text classifiers instantly
faiss - A library for efficient similarity search and clustering of dense vectors.
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
pgvector - Open-source vector similarity search for Postgres
finalfusion-rust - finalfusion embeddings in Rust
Milvus - A cloud-native vector database, storage for next generation AI applications
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Resume-Matcher - Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.
pretty-print-confusion-matrix - Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib
Romanian-Word-Embeddings - Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).
sentence-transformers - Multilingual Sentence & Image Embeddings with BERT