Software Alternatives, Accelerators & Startups

Ant Design VS PyTorch

Compare Ant Design VS PyTorch and see what are their differences

Ant Design logo Ant Design

An enterprise-class UI design language and React implementation with a set of high-quality React components, one of best React UI library for enterprises

PyTorch logo PyTorch

Open source deep learning platform that provides a seamless path from research prototyping to...
  • Ant Design Landing page
    Landing page //
    2023-04-17
  • PyTorch Landing page
    Landing page //
    2023-07-15

Ant Design videos

Setup Ant Design - Tutorial to Install Ant Design library / Antd with Create React App

More videos:

  • Review - Coding React Form with Formik and Ant Design - Part 3

PyTorch videos

PyTorch in 5 Minutes

More videos:

  • Review - Jeremy Howard: Deep Learning Frameworks - TensorFlow, PyTorch, fast.ai | AI Podcast Clips
  • Review - PyTorch at Tesla - Andrej Karpathy, Tesla

Category Popularity

0-100% (relative to Ant Design and PyTorch)
Design Tools
100 100%
0% 0
Data Science And Machine Learning
Development Tools
100 100%
0% 0
Data Science Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Ant Design and PyTorch

Ant Design Reviews

10 Best Free React UI Libraries in 2023
Ant Design is a UI library that is used to build enterprise-level interfaces for web applications. It has its own design language that is used extensively in the products of Ant Financial.
11 Best Material UI Alternatives
The Ant Design library is a comprehensive UI component library developed by Ant Design that offers a wide range of reusable and well-documented components for building high-quality applications. It follows the principles of the Ant Design system, emphasizing a clean and minimalist design aesthetic with a focus on usability and accessibility.
Source: www.uxpin.com
React UI Components Libraries: Our Top Picks for 2023
Ant Design Pro: AntD’s other variant Ant Design Pro comes with features like templates and a design kit apart from components to help you design your applications.
Source: kinsta.com
Top React component libraries (2021 edition)
AntD offers Ant Design Pro, an out-of-box UI solution for enterprise applications. Ant Design Pro comes equipped with templates, components, and a corresponding design kit.
Source: retool.com
Comparing popular React component libraries
Unlike Ant Design, Material-UI offers built-in methods to style components. makeStyles() is useful, especially when your code starts to get big; it helps you find the element to style more quickly and makes the code more readable. The downside is that readability may degrade as a component grows. But overall, Material-UI is a strong, highly customizable library.

PyTorch Reviews

10 Python Libraries for Computer Vision
Similar to TensorFlow and Keras, PyTorch and torchvision offer powerful tools for computer vision tasks. PyTorch’s dynamic computation graph and torchvision’s datasets and pre-trained models make it easy to implement tasks such as image classification, object detection, and style transfer.
Source: clouddevs.com
25 Python Frameworks to Master
Along with TensorFlow, PyTorch (developed by Facebook’s AI research group) is one of the most used tools for building deep learning models. It can be used for a variety of tasks such as computer vision, natural language processing, and generative models.
Source: kinsta.com
Top 8 Alternatives to OpenCV for Computer Vision and Image Processing
PyTorch is another open-source machine learning framework that is widely used in academia and industry. PyTorch provides excellent support for building deep learning models, and it has several pre-trained models for computer vision tasks, making it the ideal tool for several computer vision applications. PyTorch offers a user-friendly interface that makes it easier for...
Source: www.uubyte.com
PyTorch vs TensorFlow in 2022
When we compare HuggingFace model availability for PyTorch vs TensorFlow, the results are staggering. Below we see a chart of the total number of models available on HuggingFace that are either PyTorch or TensorFlow exclusive, or available for both frameworks. As we can see, the number of models available for use exclusively in PyTorch absolutely blows the competition out of...
15 data science tools to consider using in 2021
First released publicly in 2017, PyTorch uses arraylike tensors to encode model inputs, outputs and parameters. Its tensors are similar to the multidimensional arrays supported by NumPy, another Python library for scientific computing, but PyTorch adds built-in support for running models on GPUs. NumPy arrays can be converted into tensors for processing in PyTorch, and vice...

Social recommendations and mentions

PyTorch might be a bit more popular than Ant Design. We know about 112 links to it since March 2021 and only 97 links to Ant Design. 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.

Ant Design mentions (97)

  • What UI density means and how to design for it
    I was using a Chinese website recently based on the “ant design” [^1] library / philosophy. It’s a really UI dense way of doing things and I really enjoyed having everything there without having to go hunting into menus. [1]: https://ant.design/. - Source: Hacker News / about 1 month ago
  • Creating an AI photo generator and editing app with React
    Ant Design (antd) is a React component library for building beautiful and modern user interfaces. It comes with a collection of prebuilt, enterprise-level UI components. To install Ant Design, use the command below:. - Source: dev.to / 5 months ago
  • Top React Component UI Libraries to Enhance Your Web Development Projects
    Ant Design is a fantastic toolkit for React developers. It's like having a box of building blocks that are not only stylish but also super functional. With Ant Design, you get a collection of pre-made React components that you can easily put together to create a sleek and modern look for your web projects. Whether you're a beginner or a seasoned developer, Ant Design simplifies the process of making your web... - Source: dev.to / 7 months ago
  • 45 NPM Packages to Solve 16 React Problems
    Ant-design -> Less configurable. Limited but nice components. - Source: dev.to / 8 months ago
  • I hate CSS: how can I build UIs?
    Are you cool with JS frameworks? If so, you can use a higher level of abstraction that takes care of the CSS for you. If you just want to mock something up, you can use a pre-built UI system / component framework and just put together UIs declaratively, without having to worry about the underlying CSS or HTML at all. Examples include https://mui.com/ and https://chakra-ui.com/ and https://ant.design/ Really easy... - Source: Hacker News / 8 months ago
View more

PyTorch mentions (112)

  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Develop a script that iterates over the image database, preprocesses each image according to the model's requirements (e.g., resizing, normalization), and feeds them into the model for prediction. Ensure the script can handle large datasets efficiently by implementing batch processing. Use libraries like NumPy or Pandas for data management and TensorFlow or PyTorch for model inference. Include... - Source: dev.to / 18 days ago
  • Mathematics secret behind AI on Digit Recognition
    Hi everyone! I’m devloker, and today I’m excited to share a project I’ve been working on: a digit recognition system implemented using pure math functions in Python. This project aims to help beginners grasp the mathematics behind AI and digit recognition without relying on high-level libraries like TensorFlow or PyTorch. You can find the complete code on my GitHub repository. - Source: dev.to / 17 days ago
  • Awesome List
    PyTorch - An open source machine learning framework. PyTorch Tutorials - Tutorials and documentation. - Source: dev.to / 24 days ago
  • Understanding GPT: How To Implement a Simple GPT Model with PyTorch
    In this guide, we provided a comprehensive, step-by-step explanation of how to implement a simple GPT (Generative Pre-trained Transformer) model using PyTorch. We walked through the process of creating a custom dataset, building the GPT model, training it, and generating text. This hands-on implementation demonstrates the fundamental concepts behind the GPT architecture and serves as a foundation for more complex... - Source: dev.to / about 1 month ago
  • Building a Simple Chatbot using GPT model - part 2
    PyTorch is a powerful and flexible deep learning framework that offers a rich set of features for building and training neural networks. - Source: dev.to / about 1 month ago
View more

What are some alternatives?

When comparing Ant Design and PyTorch, you can also consider the following products

Material UI - A CSS Framework and a Set of React Components that Implement Google's Material Design

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Chakra UI - Simple, modular and accessible UI components for your React applications.

Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

Tailwind CSS - A utility-first CSS framework for rapidly building custom user interfaces.

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