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  5. Magento vs TensorFlow

Magento vs TensorFlow

OverviewDecisionsComparisonAlternatives

Overview

Magento
Magento
Stacks3.1K
Followers889
Votes81
GitHub Stars12.0K
Forks9.4K
TensorFlow
TensorFlow
Stacks3.9K
Followers3.5K
Votes106
GitHub Stars192.3K
Forks74.9K

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.

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CLI (Node.js)
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Advice on Magento, TensorFlow

R
R

Oct 12, 2020

Needs adviceonPHPPHPPrestaShopPrestaShopMagentoMagento

I am consulting for a company that wants to move its current CubeCart e-commerce site to another PHP based platform like PrestaShop or Magento. I was interested in alternatives that utilize Node.js as the primary platform. I currently don't know PHP, but I have done full stack dev with Java, Spring, Thymeleaf, etc.. I am just unsure that learning a set of technologies not commonly used makes sense. For example, in PrestaShop, I would need to work with JavaScript better and learn PHP, Twig, and Bootstrap. It seems more cumbersome than a Node JS system, where the language syntax stays the same for the full stack. I am looking for thoughts and advice on the relevance of PHP skillset into the future AND whether the Node based e-commerce open source options can compete with Magento or Prestashop.

762k views762k
Comments
Xi
Xi

Developer at DCSIL

Oct 11, 2020

Decided

For data analysis, we choose a Python-based framework because of Python's simplicity as well as its large community and available supporting tools. We choose PyTorch over TensorFlow for our machine learning library because it has a flatter learning curve and it is easy to debug, in addition to the fact that our team has some existing experience with PyTorch. Numpy is used for data processing because of its user-friendliness, efficiency, and integration with other tools we have chosen. Finally, we decide to include Anaconda in our dev process because of its simple setup process to provide sufficient data science environment for our purposes. The trained model then gets deployed to the back end as a pickle.

99.4k views99.4k
Comments
David
David

CEO at SwiftERM

Jun 18, 2020

Review

We devised SwiftERM to generate additional income from existing consumers on ecommerce websites. Available for those using Shopify, Magento, Woocommerce or Opencart, it runs in alongside (not instead of) existing email marketing software like Mailchimp, Drupal or Emarsys. It is 100% automatic so needs zero additional staff. It uses predictive analytics to identify imminent consumer purchases. The average additional turnover achieved is 10.5%. It is the only software in the world authorised to send Trustpilot to send product ratings in outbound emails. Developers and ecommerce retailers are invited to try to it for free, to establish viability this predictive analytics system is. SwiftERM is a certified Microsoft Partner MPN ID 6197468.

129k views129k
Comments

Detailed Comparison

Magento
Magento
TensorFlow
TensorFlow

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.

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.

Analytics and Reporting;Product Browsing;Catalog Browsing;Catalog Management;Customer Accounts;Customer Service;Order Management;Payment;Shipping;Checkout;Search Engine Optimization;International Support;Marketing Promotions and Tools;Site Management;Mobile Commerce
-
Statistics
GitHub Stars
12.0K
GitHub Stars
192.3K
GitHub Forks
9.4K
GitHub Forks
74.9K
Stacks
3.1K
Stacks
3.9K
Followers
889
Followers
3.5K
Votes
81
Votes
106
Pros & Cons
Pros
  • 23
    Open source
  • 15
    Robust
  • 13
    Powerful
  • 11
    Widespread community support
  • 9
    E-commerce made easy
Cons
  • 2
    System is too complex
  • 2
    Slow
  • 1
    Processor hungry
Pros
  • 32
    High Performance
  • 19
    Connect Research and Production
  • 16
    Deep Flexibility
  • 12
    Auto-Differentiation
  • 11
    True Portability
Cons
  • 9
    Hard
  • 6
    Hard to debug
  • 2
    Documentation not very helpful
Integrations
No integrations available
JavaScript
JavaScript

What are some alternatives to Magento, TensorFlow?

PrestaShop

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).

Shopify

Shopify

Shopify powers tens of thousands of online retailers including General Electric, Amnesty International, CrossFit, Tesla Motors, Encyclopaedia Britannica, Foo Fighters, GitHub, and more. Our platform allows users to easily and quickly create their own online store without all the technical work involved in developing their own website, or the huge expense of having someone else build it. Shopify lets merchants manage all aspects of their shops: uploading products, changing the design, accepting credit card orders, and viewing their incoming orders and completed transactions.

Spree

Spree

The Spree storefront offers a full feature set and is built on common standards, so you don't have to compromise speed to market, efficiency or innovation. The modular platform allows you to easily configure, supplement or replace any functionality you need, so that you can build the exact storefront that you want.

scikit-learn

scikit-learn

scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.

PyTorch

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.

Saleor

Saleor

Saleor is a rapidly-growing open source e-commerce platform that has served high-volume companies from branches like publishing and apparel since 2012. Based on Python and Django, the latest major update introduces a modular front end powered by a GraphQL API and written with React and TypeScript.

Keras

Keras

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

Kubeflow

Kubeflow

The Kubeflow project is dedicated to making Machine Learning on Kubernetes easy, portable and scalable by providing a straightforward way for spinning up best of breed OSS solutions.

TensorFlow.js

TensorFlow.js

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

nopCommerce

nopCommerce

It is the open-source eCommerce solution. It has everything you need to get started in selling physical and digital goods over the internet.

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