SMQTK - Indexing
This package provides interfaces and implementations around the k-nearest-neighbor algorithm.
This package defines interfaces and implementations around efficient, large-scale indexing of descriptor vectors. The sources of such descriptor vectors may come from a multitude of sources, such as hours of video archives. Some provided implementation plugins include Locality-sensitive Hashing (LSH) and FAIR's [FAISS] library.
Documentation
You can build the sphinx documentation locally for the most up-to-date reference:
# Install dependencies
poetry install
# Navigate to the documentation root.
cd docs
# Build the docs.
poetry run make html
# Open in your favorite browser!
firefox _build/html/index.html
3 maintainers
Metadata
3 maintainers
Release files for smqtk-indexing 0.18.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| smqtk_indexing-0.18.0.tar.gz | 44.0 kB | Without provenance | Details for smqtk_indexing-0.18.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| smqtk_indexing-0.18.0-py3-none-any.whl | Python 3 | none | any | Details for smqtk_indexing-0.18.0-py3-none-any.whl |
Total release size: 100.6 kB
Release files / smqtk_indexing-0.18.0.tar.gz
| Download URL | smqtk_indexing-0.18.0.tar.gz |
|---|---|
| Size | 44.0 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / smqtk_indexing-0.18.0-py3-none-any.whl
| Download URL | smqtk_indexing-0.18.0-py3-none-any.whl |
|---|---|
| Size | 56.5 kB |
| Tags | Python 3 |
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Security for smqtk-indexing 0.18.0
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