magnitude
pretty-print-confusion-matrix
| magnitude | pretty-print-confusion-matrix | |
|---|---|---|
| 5 | 1 | |
| 1,611 | 507 | |
| 0.1% | - | |
| 0.0 | 0.0 | |
| 9 months ago | over 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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
-
Text Classification Library for a Quick Baseline
(3) FastText now supports multiple languages [2].
[1] https://github.com/plasticityai/magnitude#pre-converted-magn...
-
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.
-
Build an Embeddings index from a data source
General language models from pymagnitude
-
Tutorial series on txtai
Backed by the pymagnitude library. Pre-trained word vectors can be installed from the referenced link.
pretty-print-confusion-matrix
-
Trying to understand an Index Error Message
I am attempting to use the pretty-print confusion-matrix library to create a confusion matrix.
What are some alternatives?
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
pycm - Multi-class confusion matrix library in Python
faiss - A library for efficient similarity search and clustering of dense vectors.
tslearn - The machine learning toolkit for time series analysis in Python
pgvector - Open-source vector similarity search for Postgres
paramonte - ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
finalfusion-rust - finalfusion embeddings in Rust
modAL - A modular active learning framework for Python
Milvus - A cloud-native vector database, storage for next generation AI applications
igel - a delightful machine learning tool that allows you to train, test, and use models without writing code
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.