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Title	Category	Tags	Skill Level
Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools)	Learning	ai, computer-graphics, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, github, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science-gateway, c++, jupyterhub, python	Beginner, Intermediate, Advanced
How the Little Jupyter Notebook Became a Web App: Managing Increasing Complexity with nbdev	Learning	data-sharing, data-management-software, data-reproducibility, github, workflow, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, science-gateway, software-carpentry, jupyterhub, programming, python	Beginner, Intermediate, Advanced
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks	Website	ai, big-data, data-analysis, machine-learning, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, data-wrangling, github-pages, workflow, astrophysics, data-science, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, science-gateway, conda, jupyterhub, python	Beginner, Intermediate, Advanced