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	4783	October 30, 2024
GSoC 2024 Project Idea 13.2 Implementation of SWC to NeuroML converter in PyNeuroML (175h/350h) GSoC gsoc2024 , python , neuroml , computational-neuros , swc	19	1814	February 20, 2026
GSoC 2024 Project Idea 18.4 Package Brian’s unit system (175h/350h) GSoC gsoc2024 , python , packaging	13	2176	February 20, 2026
GSoC 2024 Project Idea 18.2 Improve Brian’s markdown exporter (175 h) GSoC gsoc2024 , python , pandoc	34	3134	February 20, 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	9	1402	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	1485	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	2333	February 20, 2026
GSoC 2024 Project Idea 12.1 Writing a R package for the computation of the O-information (350 h) GSoC gsoc2024 , python , r	10	1429	February 20, 2026
GSoC 2024 Project Idea 1.1 Structural Connectivity editor widget (175/350 h) GSoC neuroimaging , gsoc2024 , python , react-js , jupyterlab	13	1870	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	1827	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	2806	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	1970	February 20, 2026
GSoC 2024 Project Idea 20.1 Python interfaces for brainlife.io (175/350 h) GSoC neuroimaging , gsoc2024 , python , javascript , json	5	1319	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	467	February 15, 2026
Preparing for GSoC 2026 with INCF – guidance on getting started GDocs neuroimaging , gsoc	7	739	February 14, 2026
GSoC 2024 Project Idea 18.1 Brian2Wasm: simulations in the browser (175h/350h) GSoC gsoc2024 , python , javascript , cplusplus	15	1869	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	1380	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	1319	February 6, 2026
Learning to diagnose failure modes in time-series ML models — seeking guidance & best practices GDocs machine-learning , gsoc	0	97	February 5, 2026
GSoC 2025 Project #23 SciCommons :: a social-web tool for scientific discussion, interaction, rating, and peer-review (350h) GSoC gsoc2025	80	3821	February 4, 2026
GSoC 2025 Project #20 INCF Secretariat :: Build an AI Agent for for KnowledgeSpace using RAG (350h) GSoC gsoc2025	55	9272	February 1, 2026
GSoC 2026: Interest in Contributing to INCF GDocs	0	174	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	157	January 23, 2026
Introduction and interest in contributing to INCF projects GDocs gsoc2026 , incf	0	169	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	3475	January 7, 2026
GSoC 2025 Project #27 BrainHeart :: an integrated open-source software tool for studying heart-brain interactions (350h) GSoC gsoc2025	41	3338	December 30, 2025
[GSoC 2025] GestureCap – Existing prototype with hand + pose gestures and low-latency audio GDocs gsoc	1	257	December 22, 2025
GSoC 2025 Project #16 CBRAIN :: A Python Command Line Interface (CLI) for the CBRAIN Distributed Computing Platform (175/350h) GSoC gsoc2025	17	1596	December 21, 2025