├── .gitignore ├── README.md ├── images └── model.png ├── lib ├── __init__.py ├── data.py ├── index_quantization_ranker │ ├── Heap.cpp │ ├── Heap.h │ ├── __init__.py │ ├── index_quantization_ranker.cpp │ ├── index_quantization_ranker.h │ ├── index_quantization_ranker.i │ ├── index_quantization_ranker.py │ ├── index_quantization_ranker_wrap.cpp │ ├── numpy.i │ ├── setup.py │ └── wrapper.py ├── knn.py ├── model.py ├── nn_utils.py ├── quantizer.py ├── trainer.py └── utils.py ├── notebooks ├── bigann1m_unq_16b.ipynb ├── bigann1m_unq_8b.ipynb ├── deep1m_unq_16b.ipynb ├── deep1m_unq_8b.ipynb └── evaluate_checkpoints.ipynb └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stanis-morozov/unq/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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