| Paraview UArizona HPC links (advanced) |
Docs |
visualization |
|
| AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure |
Docs |
ACES, documentation, TAMU, ai, visualization, deep-learning, machine-learning, neural-networks, login, authentication, composable-systems, gpu, nvidia, slurm, bash, modules, vim, anaconda, conda, programming, python, scikit-learn |
|
| Astronomy data analysis with astropy |
Learning |
visualization, image-processing, astrophysics |
|
| 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, open-ondemand, science-gateway, c++, jupyterhub, python |
|
| CI Computing Module For All |
Learning |
ai, computer-vision, neural-networks, visualization, big-data, gis, parallelization, data-management, data-science, bioinformatics, open-ondemand, hpc-getting-started, cpu-architecture, distributed-computing, job-submission, jupyterhub, python, r, cybersecurity, containers |
|
| Data Imputation Methods for Climate Data and Mortality Data |
Video |
allocation-value, documentation, ai, plotting, visualization, data-analysis, machine-learning |
|
| Data Visualization Tools for Julia |
Tool |
plotting, visualization, julia |
|
| Data visualization with Matplotlib |
Website |
plotting, visualization |
|
| DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education |
Learning |
ai, deep-learning, machine-learning, neural-networks, visualization, big-data, data-analysis, jekyll, batch-jobs, slurm, bash, ssh, training, workforce-development, python, scikit-learn, cybersecurity |
|
| Gesture Classifier Model using MediaPipe |
Docs |
ai, computer-vision, visualization, image-processing |
|
| Handwritten Digits Tutorial in PyTorch |
Website |
ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python |
|
| Introduction to Vizualization on HPC Using Python |
Learning |
visualization, documentation, training, jupyterhub |
|
| marimo | a next generation python notebook |
Tool |
ai, computer-graphics, plotting, visualization, big-data, data-analysis, git, python |
|
| MATLAB bioinformatics toolbox |
Tool |
visualization, data-analysis, bioinformatics, genomics, matlab |
|
| Network Science Textbook |
Website |
visualization, big-data, data-analysis, artificial-intelligence, computer-science, biology |
|
| Paraview UArizona HPC links (beginner) |
Docs |
visualization |
|
| R for Data Science |
Learning |
visualization, data-analysis, data-science, r |
|
| Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs |
Learning |
ai, visualization, big-data, data-analysis, deep-learning, machine-learning, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, open-ondemand, science-gateway, c++, jupyterhub, python, r |
|
| Scikit-Learn: Easy Machine Learning and Modeling |
Tool |
documentation, ai, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, vectorization |
|
| Scipy Lecture Notes |
Learning |
visualization, data-analysis, machine-learning, python |
|
| The Official Documentation of Pandas |
Docs |
plotting, visualization |
|
| Useful R Packages for Data Science and Statistics |
Docs |
plotting, visualization, data-analysis, machine-learning, data-science, r |
|
| What is fairness in ML? |
Docs |
ai, visualization, data-analysis, deep-learning, machine-learning |
|