research-dataset-manager
CommunityStreamline large research dataset versioning and sharing.
Authorhanumin
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill facilitates managing large-scale biomedical research datasets by integrating version control with DVC and sharing capabilities through Hugging Face.
Core Features & Use Cases
- Initialize and manage datasets with DVC, ensuring efficient versioning and data integrity.
- Push datasets to remote storage, supporting cloud services like S3, GCS, or local disks for collaborative access.
- Share datasets on Hugging Face, enabling easy access and broader dissemination among research teams.
- Create comprehensive dataset metadata through YAML descriptions for documentation and reproducibility.
- Example: A researcher adds new CBCT scans to their project, versions the dataset with DVC, and publishes it on Hugging Face for collaborative research.
Quick Start
To version your dataset at 'data/cbct_scans', initialize DVC, add files, commit, and push the changes ensuring management and sharing are consistent.
Dependency Matrix
Required Modules
huggingface_hubgitpythonsubprocess
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: research-dataset-manager Download link: https://github.com/hanumin/Tumi-DentAI-ResearchNexus/archive/main.zip#research-dataset-manager Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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