Top 5 Python similarity Projects
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python-string-similarity
A library implementing different string similarity and distance measures using Python.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Duplicate-Image-Finder
difPy - Python package for finding duplicate or similar images within folders
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unisim
UniSim is a package for efficient similarity computation, fuzzy matching, and clustering of data.
Project mention: Finding near-duplicates with Jaccard similarity and MinHash | news.ycombinator.com | 2024-07-04Hashing or tiny neural nets combined with a Vector Search engine with Tanimoto/Jaccard is a very common deduplication strategy for large datasets. It might be wiser than using linear-complexity MapReduce operations.
There is a nice Google project using 0.5 M parameter RETSim model and the USearch engine for that: https://github.com/google/unisim
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pysimilar
A python library for computing the similarity between two strings (text) based on cosine similarity
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Project mention: Aug 7, 2024 - Developing Data-Centric Visual AI Apps Workshop | dev.to | 2024-08-07
From concept interpolation to image deduplication, optical character recognition, and even curating your own AI art gallery by adding generated images directly into a dataset, your imagination is the only limit. Join us to discover how you can unleash your creativity and interact with data like never before.
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Index
What are some of the best open-source similarity projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | python-string-similarity | 982 |
| 2 | Duplicate-Image-Finder | 446 |
| 3 | unisim | 109 |
| 4 | pysimilar | 19 |
| 5 | image-deduplication-plugin | 14 |
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