Search Results for "automatic differentiation"
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Showing 2 open source projects for "automatic differentiation"
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eat TensorFlow2 in 30 days
Educational project that teaches developers how to train models
...It organizes learning materials into a structured curriculum designed to progressively introduce essential TensorFlow concepts and APIs. The tutorials cover tensors, automatic differentiation, computational operations, and neural network development. Users learn how to construct models with Keras and implement custom training workflows using lower-level TensorFlow APIs. The project also explains model evaluation, optimization, callbacks, and training with GPU and TPU hardware. Advanced lessons explore model deployment through TensorFlow Serving and integration with external systems. ... -
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A symbolic framework for C++, Python and Octave implementing automatic differentiation by source code transformation in forward and reverse modes on sparse matrix-valued computational graphs.
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