H2O vs Keras vs TensorFlow




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What is H2O?

H2O.ai is the maker behind H2O, the leading open source machine learning platform for smarter applications and data products. H2O operationalizes data science by developing and deploying algorithms and models for R, Python and the Sparkling Water API for Spark.

What is Keras?

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/

What is TensorFlow?

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

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      scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
      PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
      ML Kit
      ML Kit brings Google’s machine learning expertise to mobile developers in a powerful and easy-to-use package.
      Use flexible and intuitive APIs to build and train models from scratch using the low-level JavaScript linear algebra library or the high-level layers API
      PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.
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      What tools integrate with H2O?
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          Avatar of Eliana Abraham
          Eliana Abraham uses TensorFlowTensorFlow

          Machine Learning in EECS 445

          Avatar of Taylor Host
          Taylor Host uses TensorFlowTensorFlow

          Pilot integration for retraining.

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