├── LICENSE ├── README.md ├── _init_paths.py ├── config ├── cplsh.py ├── data └── glove_queries.npy ├── demo_km.py ├── demo_train.py ├── hdf5_to_binary.py ├── itq.py ├── kahip ├── __init__.py ├── _init_paths.py ├── create_graph.py ├── hyper_train.py ├── kahip.py └── kmkahip.py ├── kahip_solver.py ├── kmeans.py ├── logreg.py ├── model ├── __init__.py ├── _init_paths.py ├── _multiprobe.so ├── data.py ├── eval.py ├── main.py ├── process_data.py ├── requirements.txt └── train.py ├── pca.py ├── plot.py ├── prefix_data.py ├── report_kahip_cut.py ├── test_drive.py ├── utils.py └── workflow_learn_kmeans.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/README.md -------------------------------------------------------------------------------- /_init_paths.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/_init_paths.py -------------------------------------------------------------------------------- /config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/config -------------------------------------------------------------------------------- /cplsh.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/cplsh.py -------------------------------------------------------------------------------- /data/glove_queries.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/data/glove_queries.npy -------------------------------------------------------------------------------- /demo_km.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/demo_km.py -------------------------------------------------------------------------------- /demo_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/demo_train.py -------------------------------------------------------------------------------- /hdf5_to_binary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/hdf5_to_binary.py -------------------------------------------------------------------------------- /itq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/itq.py -------------------------------------------------------------------------------- /kahip/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /kahip/_init_paths.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/kahip/_init_paths.py -------------------------------------------------------------------------------- /kahip/create_graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/kahip/create_graph.py -------------------------------------------------------------------------------- /kahip/hyper_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/kahip/hyper_train.py -------------------------------------------------------------------------------- /kahip/kahip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/kahip/kahip.py -------------------------------------------------------------------------------- /kahip/kmkahip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/kahip/kmkahip.py -------------------------------------------------------------------------------- /kahip_solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/kahip_solver.py -------------------------------------------------------------------------------- /kmeans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/kmeans.py -------------------------------------------------------------------------------- /logreg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/logreg.py -------------------------------------------------------------------------------- /model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /model/_init_paths.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/model/_init_paths.py -------------------------------------------------------------------------------- /model/_multiprobe.so: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/model/_multiprobe.so -------------------------------------------------------------------------------- /model/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/model/data.py -------------------------------------------------------------------------------- /model/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/model/eval.py -------------------------------------------------------------------------------- /model/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/model/main.py -------------------------------------------------------------------------------- /model/process_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/model/process_data.py -------------------------------------------------------------------------------- /model/requirements.txt: -------------------------------------------------------------------------------- 1 | torch>=0.4 2 | -------------------------------------------------------------------------------- /model/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/model/train.py -------------------------------------------------------------------------------- /pca.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/pca.py -------------------------------------------------------------------------------- /plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/plot.py -------------------------------------------------------------------------------- /prefix_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/prefix_data.py -------------------------------------------------------------------------------- /report_kahip_cut.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/report_kahip_cut.py -------------------------------------------------------------------------------- /test_drive.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/test_drive.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/utils.py -------------------------------------------------------------------------------- /workflow_learn_kmeans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/twistedcubic/learn-to-hash/HEAD/workflow_learn_kmeans.py --------------------------------------------------------------------------------