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A clean and easy interface for performing nearest-neighbor lookups

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Hi, Thanks for the awesome package. I wanted to know if there is a way I could speed up the indexing of large multiple items (~500k - 1Mil) faster? Currently,...

The following code does not work ```python from simpleneighbors import SimpleNeighbors sim = SimpleNeighbors(2, 'angular') sim.feed([('a', (4, 5)), ('b', (0, 3)), ('c', (-2, 8)), ('d', (2, -2))]) sim.build() print(list(sim.nearest_matching((1, -1),...

I create a simpleneighbor index with 2 dim vectors and build and save it and also when i test it it works fine. Then in another program I load that...

Right now I am only running `tests/test_simpleneighbors.py` in Travis—this was the easiest way to fix issues relating to [an outstanding numpy bug](https://github.com/numpy/numpy/issues/14012). I'd like to be able to restore this...

Like [PyNNDescent](https://github.com/lmcinnes/pynndescent), which "is designed to be easy to install being a pure python module with relatively light requirements." (This is my main problem in a workshop setting, where Annoy...

Right now you can do `item in nn.corpus`, but `.corpus` isn't "officially" a part of the API. Might be nice to define `__getitem__` so you could just write `item in...