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	4788	October 30, 2024
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	10	1423	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	23	1984	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	11	1440	February 20, 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	1824	February 20, 2026
GSoC 2024 Project Idea 18.4 Package Brian’s unit system (175h/350h) GSoC gsoc2024 , python , packaging	13	2186	February 20, 2026
GSoC 2024 Project Idea 18.2 Improve Brian’s markdown exporter (175 h) GSoC gsoc2024 , python , pandoc	34	3149	February 20, 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	9	1502	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	2343	February 20, 2026
GSoC 2024 Project Idea 1.1 Structural Connectivity editor widget (175/350 h) GSoC neuroimaging , gsoc2024 , python , react-js , jupyterlab	13	1878	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	1855	February 20, 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	9	2826	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	1996	February 20, 2026
GSoC 2024 Project Idea 20.1 Python interfaces for brainlife.io (175/350 h) GSoC neuroimaging , gsoc2024 , python , javascript , json	5	1328	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	469	February 15, 2026
Preparing for GSoC 2026 with INCF – guidance on getting started GDocs neuroimaging , gsoc	7	741	February 14, 2026
GSoC 2024 Project Idea 18.1 Brian2Wasm: simulations in the browser (175h/350h) GSoC gsoc2024 , python , javascript , cplusplus	15	1875	February 9, 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	1023	February 7, 2026
GSoC 2024 Project Idea 17.1 Semi-Automated Workflows for Physiological Signals (175 h) GSoC gsoc2024 , python , open-source , biomedical , signal-processing	3	1383	February 6, 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	1320	February 6, 2026
Learning to diagnose failure modes in time-series ML models — seeking guidance & best practices GDocs machine-learning , gsoc	0	98	February 5, 2026
GSoC 2025 Project #23 SciCommons :: a social-web tool for scientific discussion, interaction, rating, and peer-review (350h) GSoC gsoc2025	80	3829	February 4, 2026
GSoC 2025 Project #20 INCF Secretariat :: Build an AI Agent for for KnowledgeSpace using RAG (350h) GSoC gsoc2025	55	9286	February 1, 2026
GSoC 2026: Interest in Contributing to INCF GDocs	0	175	January 30, 2026
GSoC 2025 Project Idea #1 Cloud deployment and Fullstack Development for NiiVue (350h) GDocs gsoc2025	10	2121	January 29, 2026
Improving Web-Based 4D Neuroimaging Visualization: Seeking Feedback on Pain Points GDocs fmri , pet , visualizations , niivue , web-based	0	159	January 23, 2026
Introduction and interest in contributing to INCF projects GDocs gsoc2026 , incf	0	170	January 22, 2026
GSoC 2025 Project #24 GestureCap :: Markerless gesture-recognition and motion-capture Ml/AI for music, speech generation; develop neuroscientific, psychological theories (music creativity, music-movement-dance interactions) (350h) GSoC gsoc2025	33	3487	January 7, 2026
GSoC 2025 Project #27 BrainHeart :: an integrated open-source software tool for studying heart-brain interactions (350h) GSoC gsoc2025	41	3343	December 30, 2025
[GSoC 2025] GestureCap – Existing prototype with hand + pose gestures and low-latency audio GDocs gsoc	1	258	December 22, 2025