Shypd.aiThe largest open index of AI toolsdeep-learning-keras-tensorflow is an open-source educational resource that provides an introduction to deep neural networks using Keras and TensorFlow. It includes practical examples and implementations for various network architectures.
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deep-learning-keras-tensorflow is an open-source educational resource designed to introduce users to deep neural networks with Keras and TensorFlow. It covers fundamental concepts such as Artificial Neural Networks, Perceptrons, and Multi-Layer Perceptrons, alongside practical implementations. The resource delves into deep learning frameworks, including detailed sections on Fully Connected Networks, Embeddings, Convolutional Neural Networks, and Recurrent Neural Networks. It also addresses advanced topics like Hyperparameter Tuning, Transfer Learning, and AutoEncoders. The repository provides hands-on examples and configuration guides for setting up environments with Python, Keras, and TensorFlow, making it suitable for those looking to learn and experiment with deep learning.
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