ACES: Charliecloud Containers for Scientific Workflows (Tutorial) |
Learning |
ACESTAMUSCRATCH +10
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Advanced Mathematical Optimization Techniques |
Learning |
optimizationpython |
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AHPCC documentary |
Docs |
loginbatch-jobsslurm +4
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AI for improved HPC research - Cursor and Termius - Powerpoint |
Slides |
documentationaimachine-learning +5
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AI powered VsCode Editor |
Tool |
aimachine-learningworkflow +4
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AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure |
Docs |
ACESdocumentationTAMU +19
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An Introduction to Cryptography with Python |
Website |
pythondata-securitycybersecurity +2
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Applications of Machine Learning in Engineering and Parameter Tuning Tutorial |
Learning |
data-analysismachine-learningpython |
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Automated Machine Learning Book |
Learning |
aidata-analysisdeep-learning +4
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Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools) |
Learning |
aicomputer-graphicsplotting +33
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Biopython Tutorial |
Learning |
bioinformaticsgenomicspython |
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CI Computing Module For All |
Learning |
aicomputer-visionneural-networks +17
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Conda |
Tool |
anacondacondapython |
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Containerized Jupyter Notebooks for HPCs |
Learning |
cloudcloud-computingopenstack +20
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Cornell Virtual Workshop |
Learning |
jetstreamstampede2cloud-computing +12
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CUDA Toolkit Documentation |
Docs |
documentationcc++ +2
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Data Visualization tools for Python |
Docs |
documentationpython |
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DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education |
Learning |
aideep-learningmachine-learning +14
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Gentle Introduction to Programming With Python |
Learning |
python |
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Globus Documentation |
Docs |
cloud-storagedata-sharingdata-management +12
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GPU Acceleration in Python |
Learning |
machine-learningbig-datadata-analysis +5
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GPU Computing Workshop Series for the Earth Science Community |
Learning |
optimizationperformance-tuningprofiling +16
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Handwritten Digits Tutorial in PyTorch |
Website |
aivisualizationdeep-learning +5
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How the Little Jupyter Notebook Became a Web App: Managing Increasing Complexity with nbdev |
Learning |
data-sharingdata-management-softwaredata-reproducibility +21
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HPC University |
Learning |
debugginghpc-operationsprofessional-development +7
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HPCwire |
Website |
documentationpytorchdata-science +6
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Intro to Statistical Computing with Stan |
Docs |
data-analysismachine-learningmonte-carlo +1
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Introduction to Python for Digital Humanities and Computational Research |
Docs |
aibig-datadata-analysis +3
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Introductory Python Lecture Series |
Learning |
documentationprogrammingpython |
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Learn Python Online |
Website |
professional-developmenttrainingpython |
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Managing Python Packages on an HPC Cluster |
Docs |
documentationpytorchdata-science +12
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marimo | a next generation python notebook |
Tool |
aicomputer-graphicsplotting +5
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MATLAB with other Programming Languages |
Tool |
cc++fortran +3
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MDAnalysis - Python library for the analysis of molecular dynamics simulations |
Tool |
computational-chemistrymaterials-sciencepython |
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NCSA HPC Training Moodle |
Learning |
performance-tuningprofilingparallelization +7
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Official Documentation for PyTorch and NumPy |
Docs |
deep-learningneural-networkspytorch +1
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Official Python Documentation |
Docs |
documentationpython |
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Optimizing Research Workflows - A Documentation of Snakemake |
Docs |
documentationdata-analysisdata-reproducibility +4
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Practical Machine Learning with Python |
Video |
machine-learningprogrammingpython |
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Python |
Learning |
python |
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Python Data and Viz Training (CCEP Program) |
Learning |
data-sciencepython |
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Python Tools for Data Science |
Video |
aimachine-learningbig-data +8
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PyTorch Introduction |
Website |
deep-learningmachine-learningneural-networks +2
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Quick and Robust Data Augmentation with Albumentations Library |
Tool |
deep-learningpython |
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Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks |
Website |
aibig-datadata-analysis +26
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Regular Expressions |
Learning |
perlprogrammingpython +1
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Reinforcement Learning For Beginners with Python |
Video |
deep-learningmachine-learningtensorflow +3
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Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs |
Learning |
aivisualizationbig-data +23
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Science Gateway Tool/Web App Template (Jupyter Notebook + ipywidgets) |
Learning |
data-analysisgithubastrophysics +17
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Scipy Lecture Notes |
Learning |
visualizationdata-analysismachine-learning +1
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Set Up VSCode for Python and Github |
Learning |
gitpython |
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Setting up PyFR flow solver on clusters |
Learning |
fastercomputational-fluid-dynamicsc++ +4
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Spatial Data Science in the Cloud (Alpine HPC) using Python |
Learning |
cloudbig-datadata-analysis +6
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Time-Series LSTMs Python Walkthrough |
Website |
aideep-learningmachine-learning +3
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Tutorial: Localized RAG Chatbot with ACCESS HPC |
Tool |
aiLLMgenerative-ai +17
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Using Dask on HPC Systems |
Learning |
trainingjupyterhubpython |
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Using Linux commands in a python script (and the difference between the subprocess and os python modules) |
Learning |
cluster-managementprogrammingpython |
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Working with Python on HPC Clusters |
Docs |
pytorchbatch-jobsjob-submission +6
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