ACCESS HPC Workshop Series |
Learning |
deep-learningmachine-learningneural-networks +12
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AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure |
Docs |
ACESdocumentationTAMU +19
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Attention, Transformers, and LLMs: a hands-on introduction in Pytorch |
Learning |
aideep-learningmachine-learning +2
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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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DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education |
Learning |
aideep-learningmachine-learning +14
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Docker - Containerized, reproducible workflows |
Tool |
documentationcloud-computingdeep-learning |
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Fairness and Machine Learning |
Docs |
aidata-analysisdeep-learning +2
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Feed Forward NNs and Gradient Descent |
Website |
deep-learningmachine-learningneural-networks |
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Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level |
Learning |
aideep-learningmachine-learning +1
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Handwritten Digits Tutorial in PyTorch |
Website |
aivisualizationdeep-learning +5
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Horovod: Distributed deep learning training framework |
Tool |
deep-learningdistributed-computinggpu |
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Intro to Machine Learning on HPC |
Docs |
aisupervised-learningunsupervised-learning +3
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Introduction to Deep Learning in Pytorch |
Learning |
aideep-learningimage-processing +4
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Introduction to Python for Digital Humanities and Computational Research |
Docs |
aibig-datadata-analysis +3
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Leveraging AI in Generative Assets and Environments for Play: Insights from the English Department's Digital Media Lab |
Slides |
aiLLMgenerative-ai +8
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Neocortex Documentation |
Docs |
documentationaideep-learning +2
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Neural Networks in Julia |
Tool |
aideep-learningmachine-learning +2
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Numpy - a Python Library |
Tool |
documentationbig-datadata-analysis +5
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Official Documentation for PyTorch and NumPy |
Docs |
deep-learningneural-networkspytorch +1
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PyTorch for Deep Learning and Natural Language Processing |
Docs |
aibig-datadata-analysis +3
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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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Reinforcement Learning For Beginners with Python |
Video |
deep-learningmachine-learningtensorflow +3
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Representation Learning in Deep Learning |
Docs |
deep-learningimage-processingmachine-learning +1
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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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Scikit-Learn: Easy Machine Learning and Modeling |
Tool |
documentationaiplotting +9
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Time-Series LSTMs Python Walkthrough |
Website |
aideep-learningmachine-learning +3
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What are LSTMs? |
Learning |
aideep-learningmachine-learning +1
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What is fairness in ML? |
Docs |
aivisualizationdata-analysis +2
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