GSoC

GDocs Google Season of Docs is a global program that brings the open source and technical writer communities together. Since 2019, the INCF network has served as a mentoring organization that pairs technical writers with developers of open source software to work on 3-month technical writing projects.

Topic	Replies	Views	Activity
About the GSoC category GSoC	13	4801	October 30, 2024
GSoC 2024 Project Idea 17.1 Semi-Automated Workflows for Physiological Signals (175 h) GSoC gsoc2024 , python , open-source , biomedical , signal-processing	4	1396	February 22, 2026
GSoC 2024 Project Idea 19.1 An LLM-assisted service for annotating research data with machine-understandable, semantic data dictionaries (175/350 h) GSoC gsoc2024 , python , ai , large-language-model , react , javascript	11	2940	February 22, 2026
GSoC 2024 Project Idea 13.1 Open source, cross simulator, large scale network models in NeuroML and PyNN (175h/350h) GSoC gsoc2024 , python , pynn , neuroml , computational-neuros , neuron	18	2833	February 22, 2026
GSoC 2024 Project Idea 4.1 Graph Neural Networks (OpenWorm Foundation) (350 h) GSoC gsoc2024 , graph-theory , gnns , computational-biolog	5	1951	February 22, 2026
GSoC 2024 Project Idea 8.2 Improving ML/AI Parameter Tuning/Optimization of Electrophysiological Models (175/350 h) GSoC gsoc2024 , open-source , neuron , netpyne , data-science	11	1587	February 22, 2026
Preparing for GSoC 2026 with INCF – guidance on getting started GDocs neuroimaging , gsoc	9	812	February 22, 2026
GSoC 2024 Project Idea 7.2 Image feature and classification database (350 h) GSoC gsoc2024 , image-segmentation , sql , java	5	1644	February 22, 2026
GSoC 2025 Project #27 BrainHeart :: an integrated open-source software tool for studying heart-brain interactions (350h) GSoC gsoc2025	43	3437	February 21, 2026
GSoC 2024 Project Idea 18.1 Brian2Wasm: simulations in the browser (175h/350h) GSoC gsoc2024 , python , javascript , cplusplus	17	1912	February 21, 2026
GSoC 2024 Project Idea 15.1 Implementing new features for project dashboard, notebook management, and commenting. Improving security of the user registration system, usability of CSV data browser and querying components. (350 h) GSoC gsoc2024 , python , html , analysim	14	2170	February 21, 2026
GSoC 2024 Project Idea 6.2 Integration of simulation-based inference methods into the Neuroptimus parameter optimization software tool (350 h) GSoC gsoc2024 , python , machine-learning , ai	11	1513	February 21, 2026
GSoC 2024 Project Idea 12.1 Writing a R package for the computation of the O-information (350 h) GSoC gsoc2024 , python , r	12	1460	February 21, 2026
GSoC 2024 Project Idea 10.1 Using markerless motion capture to drive music generation and develop neuroscientific/psychological theories of music creativity and music-movement-dance interactions (350 h) GSoC gsoc2024 , python , ai , deep-learning , image-processing , music	24	2031	February 21, 2026
GSoC 2024 Project Idea 13.2 Implementation of SWC to NeuroML converter in PyNeuroML (175h/350h) GSoC gsoc2024 , python , neuroml , computational-neuros , swc	19	1842	February 20, 2026
GSoC 2024 Project Idea 18.4 Package Brian’s unit system (175h/350h) GSoC gsoc2024 , python , packaging	13	2207	February 20, 2026
GSoC 2024 Project Idea 18.2 Improve Brian’s markdown exporter (175 h) GSoC gsoc2024 , python , pandoc	34	3174	February 20, 2026
GSoC 2024 Project Idea 14.1 INCF Impact Visualization Portal with ML and Data Analytics (175 h) GSoC gsoc2024 , python , deep-learning , machine-learning , django	12	2372	February 20, 2026
GSoC 2024 Project Idea 1.1 Structural Connectivity editor widget (175/350 h) GSoC neuroimaging , gsoc2024 , python , react-js , jupyterlab	13	1901	February 20, 2026
GSoC 2024 Project Idea 19.2 A natural language interface for querying federated research data (175h/350h) GSoC gsoc2024 , python , ai , large-language-model , react , javascript	5	1892	February 20, 2026
GSoC 2024 Project Idea 9.1 Efficient app-based measurement of visual functions in infants and young children (350 h) GSoC gsoc2024 , python , ai , deep-learning , machine-learning , image-processing	22	2027	February 20, 2026
GSoC 2024 Project Idea 20.1 Python interfaces for brainlife.io (175/350 h) GSoC neuroimaging , gsoc2024 , python , javascript , json	5	1352	February 19, 2026
Building KnowledgeSpace AI Agent Together — Security Fixes, Production Updates & Call for Collaborators (GSoC 2026) GDocs python , ai , neuroimaging , gsoc2025 , gsoc , knowledge-space	3	488	February 15, 2026
GSoC 2025 Project #29 AnalySim :: a data sharing and notebook analysis platform written in Angular and ASP.net with C# Project 2 (175h/350h) GSoC gsoc2025	4	1031	February 7, 2026
GSoC 2024 Project Idea 15.2 Working on a more consistent visual user interface style and improved user experience. Design an optimal dashboard layout along with other necessary pages. (175 h) GSoC gsoc2024 , jupyter , javascript , analysim	12	1326	February 6, 2026
Learning to diagnose failure modes in time-series ML models — seeking guidance & best practices GDocs machine-learning , gsoc	0	103	February 5, 2026
GSoC 2025 Project #23 SciCommons :: a social-web tool for scientific discussion, interaction, rating, and peer-review (350h) GSoC gsoc2025	80	3864	February 4, 2026
GSoC 2025 Project #20 INCF Secretariat :: Build an AI Agent for for KnowledgeSpace using RAG (350h) GSoC gsoc2025	55	9331	February 1, 2026
GSoC 2026: Interest in Contributing to INCF GDocs	0	183	January 30, 2026
GSoC 2025 Project Idea #1 Cloud deployment and Fullstack Development for NiiVue (350h) GDocs gsoc2025	10	2125	January 29, 2026