Package profile

pynndescent

Pynndescent has 6 dependencies, 1 of which optional.

annoyApproximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk.
optunaA hyperparameter optimization framework
fastdtwDynamic Time Warping (DTW) algorithm with an O(N) time and memory complexity.
pytorch-metric-learningThe easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
faiss-cpuA library for efficient similarity search and clustering of dense vectors.
faiss-gpuA library for efficient similarity search and clustering of dense vectors.
editdistanceFast implementation of the edit distance (Levenshtein distance)

Source: ClickPy

Pynndescent has 6 dependencies, 1 of which optional.

annoyApproximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk.
optunaA hyperparameter optimization framework
fastdtwDynamic Time Warping (DTW) algorithm with an O(N) time and memory complexity.
pytorch-metric-learningThe easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
faiss-cpuA library for efficient similarity search and clustering of dense vectors.
faiss-gpuA library for efficient similarity search and clustering of dense vectors.
editdistanceFast implementation of the edit distance (Levenshtein distance)