Pre-release
This release is a pre-release and may not be stable for production use.
EasyGraph
Copyright (C) <2020-2022> by Mobile Systems and Networking Group, Fudan University
Documentation: https://easy-graph.github.io/
Source Code: https://github.com/easy-graph/Easy-Graph
Bug Reports: https://github.com/easy-graph/Easy-Graph/issues
PyPI Homepage: https://pypi.org/project/Python-EasyGraph/
Introduction
EasyGraph is an open source graph processing library. It is mainly written in Python and supports analysis for undirected graphs and directed graphs. EasyGraph supports various formats of graph data and covers a series of important graph mining algorithms for community detection, structural hole spanner detection, graph embedding and motif detection. Moreover, EasyGraph implements some key elements using C++ and introduces multiprocessing optimization to achieve a better efficiency.
Install
Installation with pip
$ pip install Python-EasyGraph
or conda
$ conda install Python-EasyGraph
Simple Example
This is a simple example for the detection of structural hole spanners using the HIS algorithm.
>>> import easygraph as eg
>>> G = eg.Graph()
>>> G.add_edges([(1,2), (2,3), (1,3), (3,4), (4,5), (3,5), (5,6)])
>>> _, _, H = eg.get_structural_holes_HIS(G, C=[frozenset([1,2,3]), frozenset([4,5,6])])
>>> H # The structural hole score of each node. Note that node `4` is regarded as the most possible structural hole spanner.
{1: {0: 0.703948974609375},
2: {0: 0.703948974609375},
3: {0: 1.2799804687499998},
4: {0: 1.519976806640625},
5: {0: 1.519976806640625},
6: {0: 0.83595703125}
}1 maintainer
Metadata
1 maintainer
Release files for Python-EasyGraph 0.2a39
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| Python-EasyGraph-0.2a39.tar.gz | 185.9 kB | Details |
Built distributions (wheels)
Total release size: 38.2 MB
Release files / Python-EasyGraph-0.2a39.tar.gz
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Release files / Python_EasyGraph-0.2a39-pp38-pypy38_pp73-win_amd64.whl
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Release files / Python_EasyGraph-0.2a39-cp38-cp38-musllinux_1_1_i686.whl
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| Size | 1.7 MB |
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Release files / Python_EasyGraph-0.2a39-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | Python_EasyGraph-0.2a39-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
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twine/4.0.1 CPython/3.9.13
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Release files / Python_EasyGraph-0.2a39-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | Python_EasyGraph-0.2a39-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 1.1 MB |
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Release files / Python_EasyGraph-0.2a39-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | Python_EasyGraph-0.2a39-cp38-cp38-macosx_10_9_x86_64.whl |
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| Size | 261.3 kB |
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Release files / Python_EasyGraph-0.2a39-cp37-cp37m-win_amd64.whl
| Download URL | Python_EasyGraph-0.2a39-cp37-cp37m-win_amd64.whl |
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| Size | 261.6 kB |
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Release files / Python_EasyGraph-0.2a39-cp37-cp37m-win32.whl
| Download URL | Python_EasyGraph-0.2a39-cp37-cp37m-win32.whl |
|---|---|
| Size | 254.3 kB |
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Release files / Python_EasyGraph-0.2a39-cp37-cp37m-musllinux_1_1_x86_64.whl
| Download URL | Python_EasyGraph-0.2a39-cp37-cp37m-musllinux_1_1_x86_64.whl |
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| Size | 1.7 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64 |
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Release files / Python_EasyGraph-0.2a39-cp37-cp37m-musllinux_1_1_i686.whl
| Download URL | Python_EasyGraph-0.2a39-cp37-cp37m-musllinux_1_1_i686.whl |
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| Size | 1.7 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32 |
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Release files / Python_EasyGraph-0.2a39-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Size | 1.2 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
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Release files / Python_EasyGraph-0.2a39-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | Python_EasyGraph-0.2a39-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 1.1 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 |
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Release files / Python_EasyGraph-0.2a39-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | Python_EasyGraph-0.2a39-cp37-cp37m-macosx_10_9_x86_64.whl |
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| Size | 261.3 kB |
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Release files / Python_EasyGraph-0.2a39-cp36-cp36m-win_amd64.whl
| Download URL | Python_EasyGraph-0.2a39-cp36-cp36m-win_amd64.whl |
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| Size | 261.6 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-64 |
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twine/4.0.1 CPython/3.9.13
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Release files / Python_EasyGraph-0.2a39-cp36-cp36m-win32.whl
| Download URL | Python_EasyGraph-0.2a39-cp36-cp36m-win32.whl |
|---|---|
| Size | 254.3 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Windows x86-32 |
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Release files / Python_EasyGraph-0.2a39-cp36-cp36m-musllinux_1_1_x86_64.whl
| Download URL | Python_EasyGraph-0.2a39-cp36-cp36m-musllinux_1_1_x86_64.whl |
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| Size | 1.7 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-64 |
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Release files / Python_EasyGraph-0.2a39-cp36-cp36m-musllinux_1_1_i686.whl
| Download URL | Python_EasyGraph-0.2a39-cp36-cp36m-musllinux_1_1_i686.whl |
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| Size | 1.7 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-32 |
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Release files / Python_EasyGraph-0.2a39-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | Python_EasyGraph-0.2a39-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 1.2 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 |
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twine/4.0.1 CPython/3.9.13
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Release files / Python_EasyGraph-0.2a39-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | Python_EasyGraph-0.2a39-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 1.1 MB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 |
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Release files / Python_EasyGraph-0.2a39-cp36-cp36m-macosx_10_9_x86_64.whl
| Download URL | Python_EasyGraph-0.2a39-cp36-cp36m-macosx_10_9_x86_64.whl |
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| Size | 261.3 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 |
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twine/4.0.1 CPython/3.9.13
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