pretty-print-confusion-matrix
magnitude
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| pretty-print-confusion-matrix | magnitude | |
|---|---|---|
| 1 | 5 | |
| 507 | 1,611 | |
| - | 0.0% | |
| 0.0 | 0.0 | |
| over 1 year ago | 9 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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pretty-print-confusion-matrix
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Trying to understand an Index Error Message
I am attempting to use the pretty-print confusion-matrix library to create a confusion matrix.
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.
What are some alternatives?
pycm - Multi-class confusion matrix library in Python
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
tslearn - The machine learning toolkit for time series analysis in Python
faiss - A library for efficient similarity search and clustering of dense vectors.
paramonte - ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
pgvector - Open-source vector similarity search for Postgres
modAL - A modular active learning framework for Python
finalfusion-rust - finalfusion embeddings in Rust
igel - a delightful machine learning tool that allows you to train, test, and use models without writing code
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.