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Large Margin Nearest Neighbors implementation in python

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Bumps [scipy](https://github.com/scipy/scipy) from 0.18.1 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...

dependencies

Bumps [numpy](https://github.com/numpy/numpy) from 1.11.2 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Does anyone know of any similar implementations that uses something like Faiss to improve the performance of the nearest neighbour step of the calculation? If not is it something that...

# TL;DR Reservoir sampling impostors as they are generated avoids O(n^2) memory usage, recovers the underlying distribution about as well as `numpy.RandomState.choice`, but is slower (~2.5x). For cases with few...