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Title: GitHub - multipaths/DiffuPath: A Python package for analyzing harmonized biological networks through diffusion algorithms

Open Graph Title: GitHub - multipaths/DiffuPath: A Python package for analyzing harmonized biological networks through diffusion algorithms

X Title: GitHub - multipaths/DiffuPath: A Python package for analyzing harmonized biological networks through diffusion algorithms

Description: A Python package for analyzing harmonized biological networks through diffusion algorithms - multipaths/DiffuPath

Open Graph Description: A Python package for analyzing harmonized biological networks through diffusion algorithms - multipaths/DiffuPath

X Description: A Python package for analyzing harmonized biological networks through diffusion algorithms - multipaths/DiffuPath

Opengraph URL: https://github.com/multipaths/DiffuPath

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tox.inihttps://github.com/multipaths/DiffuPath/blob/master/tox.ini
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READMEhttps://github.com/multipaths/diffupath
Apache-2.0 licensehttps://github.com/multipaths/diffupath
https://diffupath.readthedocs.io/en/latest/
https://travis-ci.com/multipaths/diffupath
https://diffupath.readthedocs.io/en/latest/
https://doi.org/10.5281/zenodo.3825853
https://github.com/multipaths/diffupath#introduction---
DiffuPyhttps://github.com/multipaths/DiffuPy/
Biological Expression Language (BEL)https://biological-expression-language.github.io
PathMehttps://github.com/PathwayMerger/PathMe/
[1]https://github.com/multipaths/diffupath#id22
[2]https://github.com/multipaths/diffupath#id23
https://github.com/multipaths/diffupath#citation
MultiPaths: a python framework for analyzing multi-layer biological networks using diffusion algorithmshttps://doi.org/10.1093/bioinformatics/btaa1069
https://camo.githubusercontent.com/21dccf83cd8c94148301823851d98a5db5f0fd3ae793b5179cca80a5897b9ad8/68747470733a2f2f696d672e736869656c64732e696f2f707970692f762f6469666675706174682e737667
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https://github.com/multipaths/diffupath#installation---
PyPIhttps://pypi.python.org/pypi/diffupath
GitHubhttps://github.com/multipaths/diffupath
GitHubhttps://github.com/multipaths/diffupath
https://github.com/multipaths/diffupath#requirements
https://github.com/multipaths/diffupath#basic-usage
https://github.com/multipaths/diffupath/blob/master/docs/source/meta/DiffuPathScheme2.png
https://github.com/multipaths/diffupath#customization
https://github.com/multipaths/diffupath#network
Biological Network Databases (see database)https://github.com/multipaths/DiffuPath/blob/master/docs/source/database.rst
supported network formats in DiffuPyhttps://github.com/multipaths/DiffuPy/blob/master/docs/source/usage.rst
https://github.com/multipaths/diffupath#methods
diffusion Methods and/or Method modularityhttps://github.com/multipaths/DiffuPy/blob/master/docs/source/diffusion.rst
https://github.com/multipaths/diffupath#command-line-interface
https://github.com/multipaths/diffupath#input-data
see process_input docshttps://github.com/multipaths/DiffuPy/blob/master/docs/source/preprocessing.rst
[*]https://github.com/multipaths/diffupath#id5
[*]https://github.com/multipaths/diffupath#id4
https://github.com/multipaths/diffupath#input-dataset-examples
diffusion scoreshttps://github.com/multipaths/DiffuPy/blob/master/docs/source/diffusion.rst
sample datasetshttps://github.com/multipaths/DiffuPy/tree/master/examples/datasets
https://github.com/multipaths/diffupath#networks
[†]https://github.com/multipaths/diffupath#id8
[‡]https://github.com/multipaths/diffupath#id10
[†]https://github.com/multipaths/diffupath#id6
[12]https://github.com/multipaths/diffupath#id33
[‡]https://github.com/multipaths/diffupath#id7
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[3]https://github.com/multipaths/diffupath#id24
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[5]https://github.com/multipaths/diffupath#id26
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https://github.com/multipaths/diffupath#custom-network-example
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https://github.com/multipaths/diffupath#input-mappingcoverage
heatmap view of the mapping (see views)https://github.com/multipaths/DiffuPath/blob/master/docs/source/views.rst
JupyterNotebookhttps://nbviewer.jupyter.org/github/multipaths/Results/blob/master/notebooks/processing_datasets/dataset_1.ipynb
see process_input docshttps://github.com/multipaths/DiffuPy/blob/master/docs/source/preprocessing.rst
https://github.com/multipaths/diffupath#output-format
https://github.com/multipaths/diffupath#disclaimer
https://github.com/multipaths/diffupath#references
[1]https://github.com/multipaths/diffupath#id1
PathMe: Merging and exploring mechanistic pathway knowledgehttps://www.biorxiv.org/content/10.1101/451625v1
[2]https://github.com/multipaths/diffupath#id2
Integration of Structured Biological Data Sources using Biological Expression Languagehttps://doi.org/10.1101/631812
[3]https://github.com/multipaths/diffupath#id11
Uncovering disease-disease relationships through the incomplete interactomehttps://github.com/multipaths/doi.org/10.1126/science.1257601
[4]https://github.com/multipaths/diffupath#id12
DrugBank 5.0: a major update to the DrugBank database for 2018https://doi.org/10.1093/nar/gkx1037
[5]https://github.com/multipaths/diffupath#id13
Gene ontology: tool for the unification of biologyhttps://doi.org/10.1038/75556
[6]https://github.com/multipaths/diffupath#id14
Human symptoms–disease networkhttps://doi.org/10.1038/ncomms5212
[7]https://github.com/multipaths/diffupath#id15
KEGG: new perspectives on genomes, pathways, diseases and drugs.https://doi.org/10.1093/nar/gkw1092
[8]https://github.com/multipaths/diffupath#id16
miRTarBase 2020: updates to the experimentally validated microRNA–target interaction databasehttps://doi.org/10.1093/nar/gkz896
[9]https://github.com/multipaths/diffupath#id17
The Reactome Pathway Knowledgebasehttps://doi.org/10.1093/nar/gkv1351
[10]https://github.com/multipaths/diffupath#id18
The SIDER database of drugs and side effectshttps://doi.org/10.1093/nar/gkv1075
[11]https://github.com/multipaths/diffupath#id19
WikiPathways: a multifaceted pathway database bridging metabolomics to other omics researchhttps://doi.org/10.1093/nar/gkx1064
[12]https://github.com/multipaths/diffupath#id9
PyBEL: a Computational Framework for Biological Expression Languagehttps://doi.org/10.1093/bioinformatics/btx660
diffupath.readthedocs.io/en/latesthttps://diffupath.readthedocs.io/en/latest
systems-biology https://github.com/topics/systems-biology
knowledge-graph https://github.com/topics/knowledge-graph
network-analysis https://github.com/topics/network-analysis
diffusion-network https://github.com/topics/diffusion-network
network-biology https://github.com/topics/network-biology
Readme https://github.com/multipaths/diffupath#readme-ov-file
Apache-2.0 license https://github.com/multipaths/diffupath#Apache-2.0-1-ov-file
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Releases 1https://github.com/multipaths/DiffuPath/releases
First release Latest May 13, 2020 https://github.com/multipaths/DiffuPath/releases/tag/0.0.3
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