Skip to main content

Resources tagged python

Title Category Tags Skill Level
ACES: Charliecloud Containers for Scientific Workflows (Tutorial) Learning ACES, TAMU, scratch, lammps, tensorflow, open-ondemand, gpu, nfs, slurm, bash, training, python, containers Beginner
Advanced Mathematical Optimization Techniques Learning optimization, python Beginner, Intermediate, and Advanced
AHPCC documentary Docs login, batch-jobs, slurm, bash, ssh, python, mpi Beginner and Intermediate
AI for improved HPC research - Cursor and Termius - Powerpoint Slides documentation, ai, machine-learning, ssh, programming, programming-best-practices, python, terminal-emulation-and-window-management Beginner and Intermediate
AI powered VsCode Editor Tool ai, machine-learning, workflow, natural-language-processing, programming, python, sas Beginner and Intermediate
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 Intermediate
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial Learning data-analysis, machine-learning, python Beginner and Intermediate
Automated Machine Learning Book Learning ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r Intermediate and Advanced
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 Beginner, Intermediate, and Advanced
Biopython Tutorial Learning bioinformatics, genomics, python Beginner, Intermediate, and Advanced
Conda Tool anaconda, conda, python Beginner
Cornell Virtual Workshop Learning jetstream, stampede2, cloud-computing, data-analysis, performance-tuning, parallelization, file-transfer, globus, slurm, training, cuda, matlab, python, r, mpi Beginner, Intermediate, and Advanced
CUDA Toolkit Documentation Docs documentation, c, c++, fortran, python Intermediate and Advanced
Data Visualization tools for Python Docs documentation, python Beginner and Intermediate
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 Beginner
Gentle Introduction to Programming With Python Learning python Beginner
Globus Documentation Docs cloud-storage, data-sharing, data-management, data-management-software, data-transfer, data-wrangling, file-transfer, globus, s3, dtn, python, data-security, data-compliance, federated-authentication, secure-data-architecture Beginner, Intermediate, and Advanced
GPU Computing Workshop Series for the Earth Science Community Learning optimization, performance-tuning, profiling, parallelization, github, pytorch, tensorflow, oceanography, gpu, hpc-arch-and-perf, training, c, c++, fortran, cuda, jupyterhub, programming, programming-best-practices, python Beginner
Handwritten Digits Tutorial in PyTorch Website ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python Intermediate
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, and Advanced
HPC University Learning debugging, hpc-operations, professional-development, training, workforce-development, compiling, matlab, python, r, mpi Beginner, Intermediate, and Advanced
HPCwire Website documentation, pytorch, data-science, bioinformatics, hpc-operations, training, programming, programming-best-practices, python Beginner, Intermediate, and Advanced
Intro to Statistical Computing with Stan Docs data-analysis, machine-learning, monte-carlo, python Beginner and Intermediate
Introduction to Python for Digital Humanities and Computational Research Docs ai, big-data, data-analysis, deep-learning, data-science, python Beginner
Managing Python Packages on an HPC Cluster Docs documentation, pytorch, data-science, open-ondemand, batch-jobs, job-submission, slurm, environment-modules, anaconda, jupyterhub, python, library-paths, dependencies, pip, version-control Intermediate
MATLAB with other Programming Languages Tool c, c++, fortran, java, matlab, python Beginner, Intermediate, and Advanced
MDAnalysis - Python library for the analysis of molecular dynamics simulations Tool computational-chemistry, materials-science, python Beginner, Intermediate, and Advanced
NCSA HPC Training Moodle Learning performance-tuning, profiling, parallelization, lustre, training, workforce-development, openmp, python, mpi, cybersecurity Beginner and Intermediate
Official Documentation for PyTorch and NumPy Docs deep-learning, neural-networks, pytorch, python Beginner
Official Python Documentation Docs documentation, python
Optimizing Research Workflows - A Documentation of Snakemake Docs documentation, data-analysis, data-reproducibility, workflow, bioinformatics, data-science, python Intermediate and Advanced
Practical Machine Learning with Python Video machine-learning, programming, python Advanced
Python Learning python Beginner
Python Data and Viz Training (CCEP Program) Learning data-science, python Beginner and Intermediate
Python Tools for Data Science Video ai, machine-learning, big-data, data-analysis, data-wrangling, data-science, training, workforce-development, python, scikit-learn, sql Intermediate
PyTorch Introduction Website deep-learning, machine-learning, neural-networks, pytorch, python Intermediate
Quick and Robust Data Augmentation with Albumentations Library Tool deep-learning, python 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, and Advanced
Regular Expressions Learning perl, programming, python, r Beginner and Intermediate
Reinforcement Learning For Beginners with Python Video deep-learning, machine-learning, tensorflow, training, programming-best-practices, python Beginner
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 Beginner and Intermediate
Science Gateway Tool/Web App Template (Jupyter Notebook + ipywidgets) Learning data-analysis, 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, jupyterhub, python Beginner
Scipy Lecture Notes Learning visualization, data-analysis, machine-learning, python Beginner and Intermediate
Set Up VSCode for Python and Github Learning git, python
Setting up PyFR flow solver on clusters Learning faster, fluid-dynamics, c++, cuda, python, mpi, software-installation Advanced
Time-Series LSTMs Python Walkthrough Website ai, deep-learning, machine-learning, neural-networks, pytorch, python Advanced
Using Dask on HPC Systems Learning training, jupyterhub, python Beginner and Intermediate
Using Linux commands in a python script (and the difference between the subprocess and os python modules) Learning cluster-management, programming, python Beginner and Intermediate