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Bender
Bender

4
10
+ 1
0
PredictionIO
PredictionIO

51
60
+ 1
5
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Bender vs PredictionIO: What are the differences?

Developers describe Bender as "A Deep Learning framework for iOS". Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood. On the other hand, PredictionIO is detailed as "Open Source Machine Learning Server". PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.

Bender and PredictionIO can be categorized as "Machine Learning" tools.

Some of the features offered by Bender are:

  • Neural networks
  • deep learning
  • metal

On the other hand, PredictionIO provides the following key features:

  • Integrated with state-of-the-art machine learning algorithms. Fine-tune, evaluate and implement them scientifically.
  • Customize the modularized open codebase to fulfill any unique prediction requirement.
  • Built on top of scalable frameworks such as Hadoop and Cascading. Ready to handle data of any scale.

Bender and PredictionIO are both open source tools. PredictionIO with 11.8K GitHub stars and 1.92K forks on GitHub appears to be more popular than Bender with 1.65K GitHub stars and 87 GitHub forks.

What is Bender?

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

What is PredictionIO?

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 Bender?
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            What are some alternatives to Bender and PredictionIO?
            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.
            scikit-learn
            scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
            Keras
            Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
            PyTorch
            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.
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            Review ofPredictionIOPredictionIO

            PredictionIO is an open source Machine Learning Server. It empowers programmers and data engineers to build smart applications. Machine Learning is about attempting to teach computers to predict future, or otherwise unknown events, by applying computer science or statistics techniques to analyze existing data. It can be seen as a transformation from existing data to improve insights about the unknown. PredictionIO is useful for any web and mobile apps. Here are some examples of smart features you can build with PredictionIO: predict user behaviors; offer personalized video, news, deals, ads and job openings; help users to discover interesting events, documents, apps and restaurants; provide impressive match-making services, etc.

            How developers use Bender and PredictionIO
            Avatar of Dolls Kill
            Dolls Kill uses PredictionIOPredictionIO

            We run eCommerce product recommendations using predictionIO machine learning techniques

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