| ACCESS HPC Workshop Series |
Learning |
deep-learningmachine-learningneural-networks +12
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| Active inference textbook |
Learning |
aimachine-learningneural-networks |
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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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| 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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| 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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| 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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| MNIST Handwritten Digits Tutorial |
Learning |
aimachine-learningneural-networks |
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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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| 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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| Representation Learning in Deep Learning |
Docs |
deep-learningimage-processingmachine-learning +1
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| Scikit-Learn: Easy Machine Learning and Modeling |
Tool |
documentationaiplotting +9
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| Solving differential equations with Physics-informed Neural Network |
Learning |
neural-networks |
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| The Theory Behind Neural Networks (Very Simplified) |
Video |
neural-networks |
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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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