Knowledge Base Resources
Contributed by cyberinfrastructure professionals (researchers, research computing facilitators, research software engineers and HPC system administrators), these resources are shared through the ConnectCI community platform. Add resources you find helpful!
Handwritten Digits Tutorial in PyTorch
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This tutorial is essentially the "hello world" of image recognition and feed-forward neural network (using PyTorch). Using the MNIST database (filled within images of handwritten digits), the tutorial will instruct how to build a feed-forward neural network that can recognize handwritten digits. A solid understanding of feed-forward and back-propagation is recommended.
Scipy Lecture Notes
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Comprehensive tutorials and lecture notes covering various aspects of scientific computing using Python and Scipy.
Electric field analyses for molecular simulations
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Tool to compute electric fields from molecular simulations
marimo | a next generation python notebook
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Introduction seminar for new reactive python notebook from marimo ambassador.
