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Magento vs TensorFlow: What are the differences?

What is Magento? Flexible eCommerce solutions, a vibrant extensions marketplace and an open global ecosystem. Magento Community Edition is perfect if you’re a developer who wants to build your own solution with flexible eCommerce technology. You can modify the core code and add a wide variety of features and functionality.

What is TensorFlow? Open Source Software Library for Machine Intelligence. 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.

Magento can be classified as a tool in the "Ecommerce" category, while TensorFlow is grouped under "Machine Learning Tools".

"Open source" is the primary reason why developers consider Magento over the competitors, whereas "High Performance" was stated as the key factor in picking TensorFlow.

Magento is an open source tool with 7.52K GitHub stars and 6.43K GitHub forks. Here's a link to Magento's open source repository on GitHub.

According to the StackShare community, TensorFlow has a broader approval, being mentioned in 195 company stacks & 126 developers stacks; compared to Magento, which is listed in 147 company stacks and 48 developer stacks.

What is Magento?

Magento Community Edition is perfect if you’re a developer who wants to build your own solution with flexible eCommerce technology. You can modify the core code and add a wide variety of features and functionality.

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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    What are some alternatives to Magento and TensorFlow?
    WooCommerce
    WooCommerce is the most popular WordPress eCommerce plugin. And it's available for free. Packed full of features, perfectly integrated into your self-hosted WordPress website.
    WordPress
    The core software is built by hundreds of community volunteers, and when you’re ready for more there are thousands of plugins and themes available to transform your site into almost anything you can imagine. Over 60 million people have chosen WordPress to power the place on the web they call “home” — we’d love you to join the family.
    OpenCart
    It is an online store management system. It is PHP-based, using a MySQL database and HTML components. Support is provided for different languages and currencies. It is freely available under the GNU General Public License.
    BigCommerce
    It is a true all-in-one ecommerce platform with the power to grow your business & help you sell more. It empowers you to rise above complexity – and ultimately focus on optimizing your business for growth.
    PrestaShop
    PrestaShop is written in PHP, is highly customizable, supports all the major payment services, is translated in many languages and localized for many countries, and is fully responsive (both front- and back-office).
    See all alternatives
    Decisions about Magento and TensorFlow
    Conor Myhrvold
    Conor Myhrvold
    Tech Brand Mgr, Office of CTO at Uber · | 6 upvotes · 437.7K views
    atUber TechnologiesUber Technologies
    PyTorch
    PyTorch
    Keras
    Keras
    TensorFlow
    TensorFlow

    Why we built an open source, distributed training framework for TensorFlow , Keras , and PyTorch:

    At Uber, we apply deep learning across our business; from self-driving research to trip forecasting and fraud prevention, deep learning enables our engineers and data scientists to create better experiences for our users.

    TensorFlow has become a preferred deep learning library at Uber for a variety of reasons. To start, the framework is one of the most widely used open source frameworks for deep learning, which makes it easy to onboard new users. It also combines high performance with an ability to tinker with low-level model details—for instance, we can use both high-level APIs, such as Keras, and implement our own custom operators using NVIDIA’s CUDA toolkit.

    Uber has introduced Michelangelo (https://eng.uber.com/michelangelo/), an internal ML-as-a-service platform that democratizes machine learning and makes it easy to build and deploy these systems at scale. In this article, we pull back the curtain on Horovod, an open source component of Michelangelo’s deep learning toolkit which makes it easier to start—and speed up—distributed deep learning projects with TensorFlow:

    https://eng.uber.com/horovod/

    (Direct GitHub repo: https://github.com/uber/horovod)

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    Reviews of Magento and TensorFlow
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    How developers use Magento and TensorFlow
    Avatar of Veon Consulting Pvt Limited
    Veon Consulting Pvt Limited uses MagentoMagento

    We offer our integration services for Magento 2.0 as well. We integrate Magento with third party applications using the REST protocol and help make sales cycle short an efficient.

    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.

    How much does Magento cost?
    How much does TensorFlow cost?
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