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Scikit-learn VS PrestaShop

Compare Scikit-learn VS PrestaShop and see what are their differences

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Contents:
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Scikit-learn logo Scikit-learn

scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

PrestaShop logo PrestaShop

Create your online store with PrestaShop's free shopping cart software. Build an ecommerce website for free and start selling online with hundreds of powerful features.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • PrestaShop Landing page
    Landing page //
    2023-07-11

Scikit-learn

Website
scikit-learn.org
$ Details
Release Date
-
Edit details

PrestaShop

Website
prestashop.com
$ Details
-
Release Date
2007 January
Startup details
Country
France
State
Ile-de-France
City
Paris
Founder(s)
Bruno Leveque
Employees
100 - 249
Edit details

Scikit-learn features and specs

  • Ease of Use
    Scikit-learn provides a high-level interface for common machine learning algorithms, making it easy for beginners and professionals to implement complex models with minimal coding.
  • Extensive Documentation and Community Support
    The library has comprehensive documentation and a large, active community. This makes it easy to find tutorials, examples, and solutions to common problems.
  • Integration with Other Libraries
    Scikit-learn integrates well with other scientific computing libraries such as NumPy, SciPy, and pandas, allowing for seamless data manipulation and analysis.
  • Variety of Algorithms
    It offers a wide array of machine learning algorithms for tasks such as classification, regression, clustering, and dimensionality reduction.
  • Performance
    Designed with performance in mind, many of the algorithms are optimized and some even support multicore processing.

Possible disadvantages of Scikit-learn

  • Limited Deep Learning Support
    Scikit-learn is primarily focused on traditional machine learning algorithms and does not offer support for deep learning models, unlike libraries like TensorFlow or PyTorch.
  • Not Ideal for Large-Scale Data
    While Scikit-learn performs well for moderate-sized datasets, it may not be the best choice for extremely large datasets or big data applications.
  • Lack of Online Learning Algorithms
    The library has limited support for online learning algorithms, which are useful for scenarios where data arrives in a stream and model needs to be updated incrementally.
  • Less Flexibility in Customization
    It can be less flexible compared to lower-level libraries when highly customized or specific implementations are needed.
  • Dependency Overhead
    Scikit-learn relies on several other Python libraries like NumPy and SciPy, which might require users to manage multiple dependencies.

PrestaShop features and specs

  • Open Source
    PrestaShop is open-source, which means you have access to the source code and can customize your store extensively to suit your needs.
  • Customization
    With over 5,000 modules and themes available, PrestaShop offers significant customization options to tailor your online store.
  • Multilingual Support
    PrestaShop supports multiple languages and currencies, making it easier to operate in global markets and cater to a diverse customer base.
  • SEO Friendly
    Built-in SEO features help improve your search engine ranking, which can lead to increased visibility and traffic for your online store.
  • Strong Community
    A large, active community of developers and users can provide support, share tips, and offer solutions to common issues.

Possible disadvantages of PrestaShop

  • Complex Setup
    Setting up and customizing PrestaShop can be complex and may require technical expertise, which might be challenging for beginners.
  • Hosting Costs
    As a self-hosted solution, you are responsible for your hosting needs, which can add to the overall operating cost of your online store.
  • Update Dependency
    Each update of PrestaShop may cause compatibility issues with existing modules and themes, requiring additional work to resolve.
  • Limited Official Support
    While the community support is robust, official customer service options are limited and may require purchasing a support plan.
  • Performance Issues
    Large stores with many products and high traffic volumes might experience performance issues without proper optimization and server resources.

Scikit-learn videos

+ Add

Learning Scikit-Learn (AI Adventures)

More videos:

  • Review - Python Machine Learning Review | Learn python for machine learning. Learn Scikit-learn.

PrestaShop videos

+ Add

Why Is PrestaShop Platform the Best Choice for e-Commerce Websites?

More videos:

  • Review - WooCommerce vs Prestashop vs Shopify vs Wix vs Amazon vs eBay vs Etsy vs AliExpress in 2019
  • Review - Magento vs PrestaShop: What eCommerce CMS is The Best For Your Store?

Category Popularity

0-100% (relative to Scikit-learn and PrestaShop)

Scikit-learn

PrestaShop

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
eCommerce
0 0%
eCommerce
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
eCommerce Platform
0 0%
eCommerce Platform
100% 100

User comments

Share your experience with using Scikit-learn and PrestaShop. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Scikit-learn and PrestaShop

Scikit-learn Reviews

15 data science tools to consider using in 2021
Scikit-learn is an open source machine learning library for Python that's built on the SciPy and NumPy scientific computing libraries, plus Matplotlib for plotting data. It supports both supervised and unsupervised machine learning and includes numerous algorithms and models, called estimators in scikit-learn parlance. Additionally, it provides functionality for model...
Source: searchbusinessanalytics.techtarget.com

PrestaShop Reviews

Top 10 Shopify Alternatives for Ecommerce in 2024
In the digital marketplace, being seen is as important as being good. Platforms like BigCommerce and Magento Open Source offer powerful SEO features and marketing integration capabilities that can propel a business to the top of search results. PrestaShop and Shift4Shop provide a range of promotional tools to help businesses capture and retain customers. For those looking to...
Source: www.attrac.io
PrestaShop alternatives in 2024
And you don’t have to make the switch alone. E-commerce platforms like PrestaShop help business owners achieve success online, regardless of industry or business size. With PrestaShop, you can customize your online shop to match your company brand; track and manage all orders, payments, and data; and create marketing campaigns to grow and scale — all from one powerful,...
Source: www.jotform.com
Shopify Self-Hosted Alternatives for Your E-Commerce Success
PrestaShop is a popular and feature-rich open-source e-commerce platform that empowers businesses to create and manage online stores. Launched in 2007, it has become one of the leading e-commerce solutions globally, offering a wide range of features and customization options. PrestaShop is a versatile and reliable e-commerce platform suitable for businesses of various sizes.
Source: cyberpanel.net
10 Best Shopify Alternatives in 2022
PrestaShop has many features that Shopify doesn't, such as custom themes and extensions. Plus, it supports multiple payment gateways including Paypal Express Checkout (PE), Stripe and GoCardless (GC).
Source: qpe.co.in
LemonStand Closed: Which Are The Best Alternatives For Ecommerce?
However, there is a downside to its price: you will have to do all of the heavy lifting required to get your store online, from setting up your hosting, installing the software onto your web server, and designing and building your store’s front end. However, if time and effort are more abundant resources for you than money, PrestaShop is worth your consideration.
Source: digital.com

Social recommendations and mentions

Based on our record, Scikit-learn seems to be a lot more popular than PrestaShop. While we know about 31 links to Scikit-learn, we've tracked only 3 mentions of PrestaShop. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Scikit-learn mentions (31)

  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 4 months ago
  • 🚀 Launching a High-Performance DistilBERT-Based Sentiment Analysis Model for Steam Reviews 🎮🤖
    Scikit-learn (optional): Useful for additional training or evaluation tasks. - Source: dev.to / 5 months ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Utilize data splitting tools in libraries like Scikit-learn to partition your dataset. Make sure the split mirrors the real-world distribution of your data to avoid biased evaluations. - Source: dev.to / 11 months ago
  • How to Build a Logistic Regression Model: A Spam-filter Tutorial
    Online Courses: Coursera: "Machine Learning" by Andrew Ng EdX: "Introduction to Machine Learning" by MIT Tutorials: Scikit-learn documentation: https://scikit-learn.org/ Kaggle Learn: https://www.kaggle.com/learn Books: "Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow" by Aurélien Géron "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani, and Jerome Friedman By... - Source: dev.to / about 1 year ago
  • Link Prediction With node2vec in Physics Collaboration Network
    Firstly, we need a connection to Memgraph so we can get edges, split them into two parts (train set and test set). For edge splitting, we will use scikit-learn. In order to make a connection towards Memgraph, we will use gqlalchemy. - Source: dev.to / almost 2 years ago
View more

PrestaShop mentions (3)

  • How MySQL Tuning Can Improve PrestaShop Performance
    PrestaShop is a specialized, free, and open-source e-commerce platform developed in PHP, aimed at providing businesses, from startups to large enterprises, with the infrastructure to launch, manage, and scale their online stores. - Source: dev.to / 11 months ago
  • Ask HN: Is there an e-commerce platform that doesn't suck?
    Have you heard of / tried “prestashop”[1]? I deployed it once for an acquaintance (my domain of expertise is not in e-commerce at all) and was pleasantly surprised by how feature-full, flexible and easy to use (for the store manager) [1] https://prestashop.com/. - Source: Hacker News / almost 2 years ago
  • E-commerce site suggestions for 5-10 products.
    Maybe open source solutions like https://www.opencart.com/ or https://prestashop.com/ ? Source: almost 2 years ago

What are some alternatives?

When comparing Scikit-learn and PrestaShop, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

WooCommerce - A freely available eCommerce plugin that enables shop facilities on your WordPress website. Functionality enabling extensions & beautiful themes available.

OpenCV - OpenCV is the world's biggest computer vision library

Shopify - Shopify is a powerful ecommerce platform that includes everything you need to create an online store and sell online. Try it free for 14 days.

NumPy - NumPy is the fundamental package for scientific computing with Python

Magento - Magento is the eCommerce software and platform trusted by the world's leading brands. Grow your online business with Magento.

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