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A curated list of awesome Keras projects, libraries and resources

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Core LibrariesFrameworksNetwork VisualisationExamples/NotebooksDocumentationCommunity Resources

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What's inside

Examples/Notebooks

  • ASRT_SpeechRecognition

    A deep learning-Based Chinese speech recognition system.

  • D2L.ai

    An interactive deep learning book with multi-framework code, math, and discussions.

  • data-science-ipython-notebooks

    A collection of data science notebooks (dedicated

  • deepjazz

    Deep learning-driven jazz music generation using Keras and Theano.

  • donkeycar

    Open source hardware and software platform to build a small scale self driving car.

  • image-super-resolution

    A implementation to scale images using residual dense and adversarial networks.

Core Libraries

  • autokeras

    AutoML library for deep learning.

  • keras

    Deep learning for humans.

  • keras-cv

    Industry-strength Computer Vision workflows with Keras.

  • keras-nlp

    Development environment with seamless data transmission from one language to another.

  • keras-tuner

    Hyperparameter tuning for humans.

Frameworks

  • byteps

    A high performance and generic framework for distributed DNN training.

  • deep-learning-model-convertor

    An overview of packages for model conversion between frameworks.

  • deepo

    A collection of/framework to create deep learning Docker images.

  • einops

    A library for flexible and powerful tensor operations to make code more readable and reliable.

  • horovod

    A distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

  • hyperas

    Keras + Hyperopt: A simple wrapper for hyperparameter optimization.

Documentation

Community Resources

Network Visualisation

  • keras-sequential-ascii

    An ASCII summary for simple sequential models in Keras.

  • keras-vis

    A neural network visualization toolkit for keras.

  • netron

    A visualizer for neural network, deep learning and machine learning models.

  • tensorspace

    A 3D visualization framework for neural networks.

  • TtDoVAoNN

    A list of tools to design or visualize architecture of neural networks.

  • visualkeras

    A Python package to help visualize Keras neural network architectures.

Showing a sample of 45 resources. View the full list on GitHub →