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"info": {
"author": "Marius Muja & Gefu Tang, Maintainer: Russi Chatterjee",
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"description": "pyflann\n=======\n\n1. Introduction\n~~~~~~~~~~~~~~~\n\npyflann is the python bindings for `FLANN - Fast Library for Approximate\nNearest Neighbors `__.\n\n2. Install\n~~~~~~~~~~\n\nFor python2\n^^^^^^^^^^^\n\nThis package uses distutils, which is the default way of installing\npython modules. To install in your home directory, securely run the\nfollowing:\n\n::\n\n git clone https://github.com/primetang/pyflann.git\n cd pyflann\n [sudo] python setup.py install\n\nOr directly through ``pip`` to install it:\n\n::\n\n [sudo] pip install pyflann\n\nFor python3\n^^^^^^^^^^^\n\nPlease refer to `this\nissuse `__ to modify the\ncode.\n\n3. Usage\n~~~~~~~~\n\nUse it just like the following code:\n\n.. code:: python\n\n from pyflann import *\n import numpy as np\n\n dataset = np.array(\n [[1., 1, 1, 2, 3],\n [10, 10, 10, 3, 2],\n [100, 100, 2, 30, 1]\n ])\n testset = np.array(\n [[1., 1, 1, 1, 1],\n [90, 90, 10, 10, 1]\n ])\n flann = FLANN()\n result, dists = flann.nn(\n dataset, testset, 2, algorithm=\"kmeans\", branching=32, iterations=7, checks=16)\n print result\n print dists\n\n dataset = np.random.rand(10000, 128)\n testset = np.random.rand(1000, 128)\n flann = FLANN()\n result, dists = flann.nn(\n dataset, testset, 5, algorithm=\"kmeans\", branching=32, iterations=7, checks=16)\n print result\n print dists\n\n\n",
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