PyTorch vs Swift AI

PyTorch

636
676
+ 1
18
Swift AI

11
31
+ 1
0
Add tool

PyTorch vs Swift AI: What are the differences?

What is PyTorch? A deep learning framework that puts Python first. 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.

What is Swift AI? A.I. and machine learning library written in Swift. Swift AI is a high-performance AI and machine learning library written entirely in Swift. We currently support iOS and OS X, with support for more platforms coming soon!.

PyTorch and Swift AI belong to "Machine Learning Tools" category of the tech stack.

PyTorch and Swift AI are both open source tools. PyTorch with 29.6K GitHub stars and 7.18K forks on GitHub appears to be more popular than Swift AI with 5.58K GitHub stars and 542 GitHub forks.

Advice on PyTorch and Swift AI
Adithya Shetty
Student at PES UNIVERSITY · | 5 upvotes · 43.9K views
Needs advice
on
TensorFlow
PyTorch
and
Keras

I have just started learning some basic machine learning concepts. So which of the following frameworks is better to use: Keras / TensorFlow/PyTorch. I have prior knowledge in python(and even pandas), java, js and C. It would be nice if something could point out the advantages of one over the other especially in terms of resources, documentation and flexibility. Also, could someone tell me where to find the right resources or tutorials for the above frameworks? Thanks in advance, hope you are doing well!!

See more
Pros of PyTorch
Pros of Swift AI
    No pros available

    Sign up to add or upvote prosMake informed product decisions

    Cons of PyTorch
    Cons of Swift AI
      No cons available

      Sign up to add or upvote consMake informed product decisions

      What is 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.

      What is Swift AI?

      Swift AI is a high-performance AI and machine learning library written entirely in Swift. We currently support iOS and OS X, with support for more platforms coming soon!
      What companies use PyTorch?
      What companies use Swift AI?
        No companies found

        Sign up to get full access to all the companiesMake informed product decisions

        What tools integrate with PyTorch?
        What tools integrate with Swift AI?

        Sign up to get full access to all the tool integrationsMake informed product decisions

        Blog Posts

        What are some alternatives to PyTorch and Swift AI?
        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.
        Keras
        Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
        Caffe2
        Caffe2 is deployed at Facebook to help developers and researchers train large machine learning models and deliver AI-powered experiences in our mobile apps. Now, developers will have access to many of the same tools, allowing them to run large-scale distributed training scenarios and build machine learning applications for mobile.
        MXNet
        A deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity. At its core, it contains a dynamic dependency scheduler that automatically parallelizes both symbolic and imperative operations on the fly.
        Torch
        It is easy to use and efficient, thanks to an easy and fast scripting language, LuaJIT, and an underlying C/CUDA implementation.
        See all alternatives
        Interest over time