balltree

Fast balltree implementation for 3-dim data.

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Project description

https://github.com/jlvdb/balltree/actions/workflows/python-ci.yml/badge.svg

https://readthedocs.org/projects/balltree/badge/?version=latest

A fast ball tree implementation for three dimensional (weighted) data with an Euclidean distance norm. The base implementation is in C and there is a wrapper for Python. The tree is optimised towards spatial correlation function calculations since it provides fast counting routinge, e.g. by implementing a dualtree query algorithm.

Code: https://github.com/jlvdb/balltree.git
Docs: https://balltree.readthedocs.io/
PyPI: https://pypi.org/project/balltree/

Installation

A C library can be built with the provided make file, the python wrapper is automatically compiled and installed with pip install balltree.

The installation does not require any external C libraries, the python wrapper requires the Python.h header (which should be included in a default python installation) and numpy (including numpy/arrayobject.h).

Maintainers

Jan Luca van den Busch (author, Ruhr-Universit??t Bochum, Astronomisches Institut)

Project details

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This version

1.1.0

Feb 2, 2024

1.0.1

Feb 1, 2024

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Hashes for balltree-1.1.0.tar.gz

Hashes for balltree-1.1.0.tar.gz
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Hashes for balltree-1.1.0-cp312-cp312-win_amd64.whl

Hashes for balltree-1.1.0-cp312-cp312-win_amd64.whl
Algorithm	Hash digest
SHA256	`d87017b67b046e2f9b93e381f1ec70765c35dacbc79adb0986550a3adedf4d0c`
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Hashes for balltree-1.1.0-cp312-cp312-win32.whl

Hashes for balltree-1.1.0-cp312-cp312-win32.whl
Algorithm	Hash digest
SHA256	`b529dbcac592f36e7dea5906c78d4a20a243fe3279fa27269301750f5ad67353`
MD5	`baafcd78f06b7aba9f2ce0ad80d129f8`
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Hashes for balltree-1.1.0-cp312-cp312-musllinux_1_1_x86_64.whl

Hashes for balltree-1.1.0-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`66b642ea638e5e48dad080018c2ce61b7503362c04ed97c317b3975ea582b7d8`
MD5	`547e657f27624347a107d7dbbfd19f52`
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Hashes for balltree-1.1.0-cp312-cp312-musllinux_1_1_i686.whl

Hashes for balltree-1.1.0-cp312-cp312-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`3a4c739b48b2b720d486f49b4c72b8cf92c67ac288f50c668407c7563efd57be`
MD5	`05a6649d1b2f27296dbb2adc69e74985`
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Hashes for balltree-1.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for balltree-1.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`08616c81ef6cc5ecbfa8bfe2f3fe4e9657c4143078f50cc68018c5e271afa265`
MD5	`410504e7b8f76826194dc479794a586c`
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Hashes for balltree-1.1.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for balltree-1.1.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`8a1208bcf82f03b26cc28a7ace325649aa53e9e78517335b886ccc67c9b8d050`
MD5	`fe20c1d3274411501ea126057e3cd53e`
BLAKE2b-256	`caf6ce333ac9c950c8370e1633c7fefd3c0e60250281fa2a538495d0cbf4ecd4`

Hashes for balltree-1.1.0-cp312-cp312-macosx_11_0_arm64.whl

Hashes for balltree-1.1.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`e25e709974e8d54e503992105d6ef63220224b18128f664abe5adca762d698ec`
MD5	`bd035d1d2ee344370f463b67ca450ba3`
BLAKE2b-256	`3ec5a6ec577add0fa5923de9c3534b95fb3323b3b9a8dd7ec01fe8801f110e04`

Hashes for balltree-1.1.0-cp312-cp312-macosx_10_9_x86_64.whl

Hashes for balltree-1.1.0-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`d3e7d8bd00e4c16a7aa11267a0f62b206a06a45d1887a7549c226a1b501b3d31`
MD5	`8a1ed6176788ee2da074567ceca8fe47`
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Hashes for balltree-1.1.0-cp311-cp311-win_amd64.whl

Hashes for balltree-1.1.0-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`e7db895ce104a370c6f88d1ca3f6b0328b6628da5f85b9f0ba4fa05aa47f6b20`
MD5	`87b518f4da1f3e3a52736fbecdfbb1f5`
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Hashes for balltree-1.1.0-cp311-cp311-win32.whl

Hashes for balltree-1.1.0-cp311-cp311-win32.whl
Algorithm	Hash digest
SHA256	`ee9a2c24d654338b17ad66e0cb51a5d48067eec3cf22dc627ab27b92e7a8120e`
MD5	`379d765ff7d50dac3abd07e2d564edc8`
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Hashes for balltree-1.1.0-cp311-cp311-musllinux_1_1_x86_64.whl

Hashes for balltree-1.1.0-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`a90629ddd41063000397c1ee453b6c466674c278702b02a5ce08a99cecb71b61`
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Hashes for balltree-1.1.0-cp311-cp311-musllinux_1_1_i686.whl

Hashes for balltree-1.1.0-cp311-cp311-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`6871e1a305f8558f4ee0b3db3aef899b9162cfe94c88a6f3408af24c7acbd963`
MD5	`afb3ad61bdc125c1a026fbef181e9b03`
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Hashes for balltree-1.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for balltree-1.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`a43b2263ae4471eb0c795a00f59c44f72d4761462d8c0089489181d846695977`
MD5	`5b8197a27e1bb2352a68ed54dd5b66b6`
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Hashes for balltree-1.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for balltree-1.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`272adc20f4aed0890939fe108ebd13ba90a45f00b4b2c97a16a0033bae06c6fc`
MD5	`9d3eeb65da5217fa1a0594baf8c65853`
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Hashes for balltree-1.1.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`85de1c3a0b6a765c3ef405b074314ae6787bed45e25956d00a0680586c2b0bd5`
MD5	`01200a58650484d0a147f154c372d8cf`
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Hashes for balltree-1.1.0-cp311-cp311-macosx_10_9_x86_64.whl

Hashes for balltree-1.1.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`dcb11d36edfc8c080076533cbd3cf68982374dc3119f50db59d5623e53665622`
MD5	`ff382a28c7c80fb78638af695e5db6fc`
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Hashes for balltree-1.1.0-cp310-cp310-win_amd64.whl

Hashes for balltree-1.1.0-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`7cb6d810453537a3457c82675b4335e85794fe23eaa48fb6eebad52c8e37839d`
MD5	`10d8dcd51933cb75f3de5d7a66beda7f`
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Hashes for balltree-1.1.0-cp310-cp310-win32.whl

Hashes for balltree-1.1.0-cp310-cp310-win32.whl
Algorithm	Hash digest
SHA256	`3def2f5e7db0a024d4b941c1cd72ffab7bc0e1e9f2fbc87efb14359424554fea`
MD5	`3409f162e1961f038b43d1dfc97ccf1d`
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Hashes for balltree-1.1.0-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`800a1dc363a6188291f01c7ec63a48f58619d8d6c9f380e4153d3e36249eac63`
MD5	`7ebeccae91e997433633a2e37c66477c`
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Hashes for balltree-1.1.0-cp310-cp310-musllinux_1_1_i686.whl

Hashes for balltree-1.1.0-cp310-cp310-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`7ec895253a6dece39085fe45800365ce431c92aac4b2ab625fa6cb616c959eb8`
MD5	`458089c1ac0676c4767eb774200d4602`
BLAKE2b-256	`330366aa01861e5b0cf8bdc390692f277ec3b2b32c17eb042f3d2e3aa82d8087`

Hashes for balltree-1.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for balltree-1.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`d7794188e043e3b4a2de0bec26a112ff3094cac2d671d9c78ce16306ea260d1d`
MD5	`2ed1941d9b8858c71d2254681df51051`
BLAKE2b-256	`721740e6e7077bdf8d860521b7ca4a73511e578a497886c0b3875b8c3a9e62e5`

Hashes for balltree-1.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for balltree-1.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`9f56ddea07537ba31f966e4354ebca907982a839fc3c8d4c912666c9de984c20`
MD5	`c75e0f5261ecea275181cf358e9e0e95`
BLAKE2b-256	`219c7e700d1aa3502825f3f4ff10e3590453ebed6c70876da328d1e64dc9479b`

Hashes for balltree-1.1.0-cp310-cp310-macosx_11_0_arm64.whl

Hashes for balltree-1.1.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`4c13f11a19a8799fa4365636c0066c73df022ccd7ae146a3af325443f721d007`
MD5	`3c354a625b366fa44697c64bf687ccbc`
BLAKE2b-256	`07d0e8fd200d33b679d5c2635acba42603419abb23f90fb077da9a3ffeca4d60`

Hashes for balltree-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl

Hashes for balltree-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`b6ea1f60d0ce33a54cb67a387d218fef11372c837cbcc78995292ae04bbe8268`
MD5	`d94efc8d40a81b0c2f4c8d37ec9b6f39`
BLAKE2b-256	`b38598caf7fbeede1875bb9369f5978c8dae5ee4ba4cec1c9ff415f8d3127c8c`

Hashes for balltree-1.1.0-cp39-cp39-win_amd64.whl

Hashes for balltree-1.1.0-cp39-cp39-win_amd64.whl
Algorithm	Hash digest
SHA256	`e50f9f66e156b40f6a45f506eb485368749067ddc097b50b17eb405e41b08487`
MD5	`21b6c4fadb974db41fda2235515c8246`
BLAKE2b-256	`905f50df9d2a2436d6f2bdc94e3a7596c9ce53e4abace2aabd25debc3692a873`

Hashes for balltree-1.1.0-cp39-cp39-win32.whl

Hashes for balltree-1.1.0-cp39-cp39-win32.whl
Algorithm	Hash digest
SHA256	`a30cb54cd72fba3f0f27bc71657606829a9f038c71dd73cba0bd8238197d39b0`
MD5	`71a2393affc7fc5404a02313693970ff`
BLAKE2b-256	`46b7c314f989f6859e3796911b49ea0a970d5182d07aa6478db5351a574784df`

Hashes for balltree-1.1.0-cp39-cp39-musllinux_1_1_x86_64.whl

Hashes for balltree-1.1.0-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`17d570558d6a28c8b72080045a6c3ed1feea3b3a5155b3c0cd7fd3610993e2b2`
MD5	`471c4b4df3efd90f4510a24d88d36546`
BLAKE2b-256	`68586471bcdc674e040bc40cea99826dea77f08e00be68924682b3ebf7f4e45a`

Hashes for balltree-1.1.0-cp39-cp39-musllinux_1_1_i686.whl

Hashes for balltree-1.1.0-cp39-cp39-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`e928b573371183c0c8a49ac21eaea33db04e62405327d12b54af6e1cde87c00b`
MD5	`336c4270f904603d297bcd91e3b066be`
BLAKE2b-256	`3291c9fdbdbc374d01a05e52f9fd11528442f07692ed4be8708bd7ad6c03f3f6`

Hashes for balltree-1.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for balltree-1.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`0883e07e711669eeeab783878431f91ebf8553f0f1a2ffcc967fe0e4bb6b9eb6`
MD5	`5d233f05d2ac2408d65fd2ce5d2400d9`
BLAKE2b-256	`a70dd2b4a51519fc11f90e86bc66e51aaaa3870a9d331a3e9b3d74e4b280ce64`

Hashes for balltree-1.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for balltree-1.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`6b2c29feb81fc681e428307ab9a8011fb15a93c21027bdd9aae5c162c811674c`
MD5	`33aa02adbc15b4939ffae7a7f1e1b338`
BLAKE2b-256	`e40b76db7d8cac8743871e2fd8f19f988ea31455e5a27d412a887cabb874a358`

Hashes for balltree-1.1.0-cp39-cp39-macosx_11_0_arm64.whl

Hashes for balltree-1.1.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`fdf637e53dd02486c87bf77fbdee5dfa378cd3cbeed38356163342e7c590de71`
MD5	`056ec60ded6b3be8e422cc34ed3140bf`
BLAKE2b-256	`af659ad87ac7cf89deeca95a845a45d2426ccbbeb8b7e50e210f63ff5ead0484`

Hashes for balltree-1.1.0-cp39-cp39-macosx_10_9_x86_64.whl

Hashes for balltree-1.1.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`c3ef4a86f963fc89236ebb00318e51b7898145e15daeaa7a624c2d2053986cc3`
MD5	`ed001a3f2bdaf542538b2015e552082d`
BLAKE2b-256	`b881595acb730c44e802835735b49a876ec08ae3f487330b5ff317a71e26d906`

Hashes for balltree-1.1.0-cp38-cp38-win_amd64.whl

Hashes for balltree-1.1.0-cp38-cp38-win_amd64.whl
Algorithm	Hash digest
SHA256	`dd8786398b62bf7a40fca8af4ba2fdb9fe82ac3ef159c2d446469fe9d043eb79`
MD5	`4af138c947287c0be75e8238397af3f6`
BLAKE2b-256	`1582dced5db5647296fbcee5679a3fcaf374c93c4e85a80cdb67b5b4ae752b8a`

Hashes for balltree-1.1.0-cp38-cp38-win32.whl

Hashes for balltree-1.1.0-cp38-cp38-win32.whl
Algorithm	Hash digest
SHA256	`4f3397647356b22fdbd8ab9ce4827a1c1018da5d2a2108aa99896bd37d62c4c3`
MD5	`b80b86afed68ffdb75fa3e5b44466fd3`
BLAKE2b-256	`a25094e4c0d158fad23e3d1308a60d9422338f3821824acae4257fa24697517b`

Hashes for balltree-1.1.0-cp38-cp38-musllinux_1_1_x86_64.whl

Hashes for balltree-1.1.0-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`8c142d153d7a932b9a35028856ef43f523ac111e81fd5386b82d295eca3ceee1`
MD5	`16aacbcc43c4a003eb864f3b34f0ca51`
BLAKE2b-256	`44927aa3049e0a2b1fadfb4ead52c01fcc0d6983f2c92233d4707ac07e23066b`

Hashes for balltree-1.1.0-cp38-cp38-musllinux_1_1_i686.whl

Hashes for balltree-1.1.0-cp38-cp38-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`068a46dbb6d7af88fa23bfd8831f9d4079de1eaa55146c6d278e6226f2a2e6b7`
MD5	`1b8db433a08a32b1457555625aec6e17`
BLAKE2b-256	`32e6ca19d804a487ecfe4852063b626e14f46b86d53b3b96a29c51f9497fde1f`

Hashes for balltree-1.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for balltree-1.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`32f30dbf2c6bc780b64e28a3ab49b31f4a844a6468619afc29b4119159f25e63`
MD5	`9ef30b799cd5e0751f40d77a64d7fba4`
BLAKE2b-256	`eedeccfc4d42aa56528904128ae770dbb5861e2990d562f87a84b2a2f3e68661`

Hashes for balltree-1.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for balltree-1.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`b4c2ea343f569cf2a0422170de85dc6c938174c38c534948522f134ba0f1d746`
MD5	`c7fdf4bdd4760fe3e101dce371d48f89`
BLAKE2b-256	`52798ba1251a25ed29e6a408bf9df6836823f6c394b8b16406c9d7c4448c1655`

Hashes for balltree-1.1.0-cp38-cp38-macosx_11_0_arm64.whl

Hashes for balltree-1.1.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`711f9ef7e1378dc355d007ea873d9fbbe85394da691ee85cadfd876d8300c11d`
MD5	`f3eecc35d7447133fd32a3d8a01d9fa3`
BLAKE2b-256	`11d66beaf74ce83c3db45edb8bb1d9936dd4774bbb7604047334323e25367c6e`

Hashes for balltree-1.1.0-cp38-cp38-macosx_10_9_x86_64.whl

Hashes for balltree-1.1.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`ab6a0944f36629c34d84b84eb779827dcdc2750c820c084dec208123210581a0`
MD5	`dde894fd9ec682a91bd4bccdae30f359`
BLAKE2b-256	`c2fa6b741c63fd146fa76fe8f6fbe2491f15f93f8ebf6dc1bab55c4cadd27b7b`

Hashes for balltree-1.1.0-cp37-cp37m-win_amd64.whl

Hashes for balltree-1.1.0-cp37-cp37m-win_amd64.whl
Algorithm	Hash digest
SHA256	`7c068913f555864b92a67018bf4990575d7f7e03a80d65ff71a4c47a6b68844c`
MD5	`290f1d53649f459978040eba6d2e532d`
BLAKE2b-256	`3cfad8b66f53b816249d38d052891f52ce1500533ba3817c6888e7016776c4a1`

Hashes for balltree-1.1.0-cp37-cp37m-win32.whl

Hashes for balltree-1.1.0-cp37-cp37m-win32.whl
Algorithm	Hash digest
SHA256	`c7ebf8153f1708132f1bb2419eab4facec4544589e3c0e2690341cbb62d60bae`
MD5	`9e53ff14aa8caedbaf2bd28ecbe583c7`
BLAKE2b-256	`000572e4d6905895c90b50794430448c7e32fea778e00c22e86bd0c0f4580b96`

Hashes for balltree-1.1.0-cp37-cp37m-musllinux_1_1_x86_64.whl

Hashes for balltree-1.1.0-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`f560f9bbd7aa27c5a11ec3ae24e07dbd03cc0689706c2894933aef98519911ea`
MD5	`9c3c3a0bbd8828a9f8dcbcda79ddeda7`
BLAKE2b-256	`8cfba8e830f3869424bb61f75e4c21af6e77a9e84e1d24a6b00ccbf518228e3b`

Hashes for balltree-1.1.0-cp37-cp37m-musllinux_1_1_i686.whl

Hashes for balltree-1.1.0-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`cf58a1120b07f8f4a1139d0dbe5227e26ba2e627b13a687319e11adaed3dde7f`
MD5	`396f4edd46ca12301082f72b88cbb59b`
BLAKE2b-256	`7beeeec48bf417c49d0fa9c3177cf128afe0f3bda07bd768011729b5948ad7be`

Hashes for balltree-1.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for balltree-1.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`841eea308fc0e7d40214f6a598b971fd9b8cb491cdd8df255ffd8edd0f848fd4`
MD5	`c9418bcf10b7e25ceff4e5aaff3289db`
BLAKE2b-256	`ed2c367721bdf7fcb127c974828c2bdcb4badb3ff8a6b662ebb93bb66a19263f`

Hashes for balltree-1.1.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for balltree-1.1.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`7e40ebd1f7e6792773158970e56397ac0bb08bba6944dc2ca8395a4ca5f16064`
MD5	`855a46138ff158e8b756d3734289da8f`
BLAKE2b-256	`a946959afe9a505a66bf03c77cea0c5144e67b5c573d3a235d9e135635b1c7a2`

Hashes for balltree-1.1.0-cp37-cp37m-macosx_10_9_x86_64.whl

Hashes for balltree-1.1.0-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`25b0afa24fcc047a337f0f69024ca0d046de082311547e3cf94293905396c56b`
MD5	`d4832281d9643c95c7a32f243a4bef3c`
BLAKE2b-256	`afe424cc03cd6b288c9254ed50a8a0307fbc58b87ea3cf82216f90bfe4c576b5`