Showing 3 open source projects for "teaching"

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    Neural Network Visualization

    Neural Network Visualization

    Project for processing neural networks and rendering to gain insights

    ...By animating input, weights, activations, and outputs, the tool demystifies neural network operations and helps users intuitively grasp complex concepts. Its lightweight codebase is great for customization and teaching purposes.
    Downloads: 0 This Week
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  • 2
    PyTorch Book

    PyTorch Book

    PyTorch tutorials and fun projects including neural talk

    ...The basic part (the first five chapters) explains the content of PyTorch. This part introduces the main modules in PyTorch and some tools commonly used in deep learning. For this part of the content, Jupyter Notebook is used as a teaching tool here, and readers can modify and run with notebooks and repeat experiments.
    Downloads: 0 This Week
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  • 3
    Synaptic

    Synaptic

    Architecture-free neural network library for node.js and the browser

    Synaptic is a javascript neural network library for node.js and the browser, its generalized algorithm is architecture-free, so you can build and train basically any type of first order or even second order neural network architectures. This library includes a few built-in architectures like multilayer perceptrons, multilayer long-short term memory networks (LSTM), liquid state machines or Hopfield networks, and a trainer capable of training any given network, which includes built-in...
    Downloads: 0 This Week
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