nanoflann python bindings for kdtree.
Project description
napf
nanoflann
wrappers for python and maybe fortran.
python
As nanoflann
offers template classes, separate classes are implemented in napf
for each {datatype, data dimension, distance metric}. All the search functions are equipped with multi-thread execution. Uses numpy.ndarray
for data input and output.
Currently, the combinations of following options are supported:
data type
: {double, float, int, long} (corresponds to {np.float64, np.float32, np.int32, np.int64})data dimension
: {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20}distance metric
: {L1, L2}
quick start
install with pip:
pip install --upgrade pip
pip install napf
Note: in case your system requires a dynamic build, you need a c++11 compatible c++ compiler. To make sure a correct compiler is chosen, set export CC=<your-c-compiler> CXX=<your-c++-compiler>
import napf
import numpy as np
data = <data in 2D array>
queries = <query points in 2D array>
kdt = napf.KDT(tree_data=data, metric=1)
indices, distances = kdt.knn_search(
queries=queries,
kneighbors=3,
nthread=4,
)
...
fortran
maybe...
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MD5 | ab9c69052d5009e4b878499f8d4b01fc |
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BLAKE2b-256 | 100922250ba8a57ee471e261a4628b098a0a575105174fd1a8ab5c93bf0ef1e9 |
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Hashes for napf-0.0.4-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
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SHA256 | 287d86e766563b20eb915e113658122405287c0c18d9ff198bede98b136144df |
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MD5 | dead44328be02a230e9f8a250d6eacd2 |
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BLAKE2b-256 | c1ee964c0ae47f25fd4c74fa8f73ba950c5782dd9798fd576dfeb5e48ce12d91 |
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Hashes for napf-0.0.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 68d02317b651423ea628899ef0b8880259736e734d35a3ff238b6a7e55db34e7 |
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MD5 | 159fc824fca7400e6dc0bff3916239ef |
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BLAKE2b-256 | f736147ef04b437c1de0f6fad579fa5fdb70eabdc4437c9b3f33799f150cb05f |
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Hashes for napf-0.0.4-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
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SHA256 | de570e322fdc7a7a600bde1de37aa1a01a160a8fe59ee991161ede34b8becc6b |
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MD5 | 5ab5b00bf0c49697c7915227d2e61a88 |
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BLAKE2b-256 | 62f8cffe50869195ffda2fbc09741881c13b338575e69afb8a98bd11190e8e5b |
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Hashes for napf-0.0.4-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7996b06740c4be8386c4bad4792c2c554873b78b561ba57c037391515db95766 |
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MD5 | 81f8989f38914f6f262caab331817633 |
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BLAKE2b-256 | 61503f9f4f0cb4abdf0e7192acb88743b6f15fac948861c9207be3b1debc01b2 |
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Hashes for napf-0.0.4-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 30b6cbf3a29759ff9c39277781149da1bbced114cce6ca0c6b4968af712be447 |
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MD5 | 62fac33b5306e9a9bd26fdd5e1b54291 |
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BLAKE2b-256 | e11471940ebfa69a7daf7862faa6b497b191da8ce9347ec88120d7947fff039e |
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Hashes for napf-0.0.4-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | da2b2541c504f0b37129bcdca3a452e8b67179c02ea01e2d46fa99bea716b95f |
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MD5 | 7307c48b674f4f963e5c7f372362fbf3 |
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BLAKE2b-256 | 700a7b5419af32bc4c1924542ea36e0e0367c3eb653fe5694dd60eca81662934 |
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Hashes for napf-0.0.4-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1e1f3db319803bcac4bceaacb2c4eebe059f0c83c17821ca053c1fbfcb52dcaa |
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MD5 | fe2e724663cddfb1bb8413557d04125c |
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BLAKE2b-256 | 590018a1da92e24da655cc57b7bd8795e959ae4b929b05330b6d210640846f56 |
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Hashes for napf-0.0.4-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 8fd73f6f6b9999c4314a043eb095110476c00add6c74b0de37493938c76e948a |
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MD5 | 1d47d2b7a76e55b2d4b570995671ec28 |
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BLAKE2b-256 | 68b86ea7dc164571b601f363a9e31ba7c8e2f7bc18bbd4f1557d0f559840cd01 |
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Hashes for napf-0.0.4-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ae7fda4be809ffc81c7f54e8a1ca6c1ae6393bf322a72bb3e5751814f7d4d6dc |
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MD5 | c59b303d858747376450b4c3d4dd7276 |
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BLAKE2b-256 | 0c3c9931877741280a85c2a339cea2ee4f18ca2086cef7c75d3c38115be2240b |
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Hashes for napf-0.0.4-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 099d543005a4f091c633f3c7f115e9ae92cf7a05285bf0ac8b5a5e79d43a50e8 |
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MD5 | f97b0a95326ff3642f287c3ed400b085 |
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BLAKE2b-256 | 42c57664428c63a52a00f258e837a5e9c11aa4d9332a31041353f4f2b9b41899 |