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	4823	October 30, 2024
GSoC 2024 Project Idea 7.2 Image feature and classification database (350 h) GSoC gsoc2024 , image-segmentation , sql , java	7	1669	February 24, 2026
GSoC 2024 Project Idea 11.1 A social-web tool to facilitate rating and commenting on research reports (350 h) GSoC gsoc2024 , ai , nlp , publishing , large-language-model	53	4600	February 24, 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	13	2400	February 24, 2026
Preparing for GSoC 2026 with INCF – guidance on getting started GDocs neuroimaging , gsoc	10	869	February 24, 2026
GSoC 2025 Project #34 EBrains/The Virtual Brain (TVB) :: New components in tvb-ext-xircuits (175/350h) GSoC gsoc2025	11	1667	February 23, 2026
GSoC 2024 Project Idea 20.1 Python interfaces for brainlife.io (175/350 h) GSoC neuroimaging , gsoc2024 , python , javascript , json	6	1382	February 23, 2026
GSoC 2024 Project Idea 17.1 Semi-Automated Workflows for Physiological Signals (175 h) GSoC gsoc2024 , python , open-source , biomedical , signal-processing	5	1417	February 23, 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	13	3058	February 23, 2026
GSoC 2024 Project Idea 1.1 Structural Connectivity editor widget (175/350 h) GSoC neuroimaging , gsoc2024 , python , react-js , jupyterlab	14	1921	February 23, 2026
GSoC 2025 Project #26 BreathState :: an open-source Android/iOS and PC app for breathing and heart-rate synchronization (350h) GSoC gsoc2025	16	1465	February 23, 2026
GSoC 2025 Project #15 TvB The Virtual Brain :: New graphical widget(s) for JupyterLab (175/350h) GSoC gsoc2025	2	1340	February 23, 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	20	2864	February 23, 2026
GSoC 2024 Project Idea 4.1 Graph Neural Networks (OpenWorm Foundation) (350 h) GSoC gsoc2024 , graph-theory , gnns , computational-biolog	5	1972	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	1631	February 22, 2026
GSoC 2025 Project #27 BrainHeart :: an integrated open-source software tool for studying heart-brain interactions (350h) GSoC gsoc2025	43	3468	February 21, 2026
GSoC 2024 Project Idea 18.1 Brian2Wasm: simulations in the browser (175h/350h) GSoC gsoc2024 , python , javascript , cplusplus	17	1924	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	2185	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	1530	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	1465	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	2068	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	1856	February 20, 2026
GSoC 2024 Project Idea 18.4 Package Brian’s unit system (175h/350h) GSoC gsoc2024 , python , packaging	13	2215	February 20, 2026
GSoC 2024 Project Idea 18.2 Improve Brian’s markdown exporter (175 h) GSoC gsoc2024 , python , pandoc	34	3187	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	1905	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	2036	February 20, 2026
Building KnowledgeSpace AI Agent Together — Security Fixes, Production Updates & Call for Collaborators (GSoC 2026) GDocs python , ai , neuroimaging , gsoc2025 , gsoc , knowledge-space	3	497	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	1033	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	1330	February 6, 2026
Learning to diagnose failure modes in time-series ML models — seeking guidance & best practices GDocs machine-learning , gsoc	0	106	February 5, 2026