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GSOC 2023 PROJECT

Development of a Cytoscape App for microbe-microbe association networks

Contributor
Ermis Delopoulos
Mentors
Scooter, Haris Zafeiropoulos, Yihang Xin
Organization
National Resource for Network Biology (NRNB)Science and medicine
Program
GSoC 2023Completed

About this project

Description from the program archive

Microbial associations play a fundamental part in deciphering underlying mechanisms of microbial communities. A series of algorithms have been developed to retrieve such associations from taxa abundance data, however the outcome is usually tool-dependent and a large number of the retrieved associations may be spurious. microbetag is a co-occurrence network annotator aiming at increasing/decreasing the confidence level of the associations of such a network. However, being a command line tool, microbetag’s output is hard to interpret; its true potential can be revealed only by visualizing its findings so researchers can combine the retrieved annotations with their expertise to make further conclusions. Cytoscape Apps support additional features, e.g. new layouts, connection with databases etc, on Cytoscape, a well-established open source software platform for visualizing such interaction networks. Goal of this project is to develop a Cytoscape App providing a graphical interface for the microbetag tool.

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  1. Automate Cytoscape.js release process using GitHub Actions

    Akash MondalMentored by Gary Bader, Max Franz, Michael Kucera +1

  2. Develop new features for Cytoscape App-cyPlot

    Kartik Kumar PawarMentored by Alex Pico, Scooter, Yihang Xin

  3. Convert CellBox Tensorflow code to Pytorch

    Phuc NguyenMentored by AugustinL, Bo Yuan

  4. Setting up the CI/CD Pipeline using Github Actions on GraphSpace

    Mahesh KasbeMentored by Yash Agarwal_, Daniyal Jahan

  5. Supporting Pathway Commons and ssGSEA in clusterProfiler

    JIGYASA GUPTAMentored by AugustinL, Guangchuang Yu

Data: Google Summer of Code public archive. This project in the official archive