Software Alternatives & Reviews

OpenWrt VS PyTorch

Compare OpenWrt VS PyTorch and see what are their differences

OpenWrt logo OpenWrt

OpenWrt is an open-source firmware based on Linux for wireless routers

PyTorch logo PyTorch

Open source deep learning platform that provides a seamless path from research prototyping to...
  • OpenWrt Landing page
    Landing page //
    2023-10-14
  • PyTorch Landing page
    Landing page //
    2023-07-15

OpenWrt videos

Upgrading Your Home Router to OpenWRT and Why It Is Worth It

More videos:

  • Review - Playing with OpenWrt Wireless Settings
  • Review - Make Your TP-LINK Router into a High Power Router with OpenWrt

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 OpenWrt and PyTorch)
Operating Systems
100 100%
0% 0
Data Science And Machine Learning
Linux
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 OpenWrt and PyTorch

OpenWrt Reviews

Best pfSense Software Alternatives and Competitors
Both pfSense and OpenWRT are formidable and versatile alternatives for network administration software. While OpenWRT is designed for embedded devices such as routers, Pfsense focuses on firewalls and routing functions that are more complex. Pfsense is more user-friendly, while OpenWRT provides more configuration options. Both are supported by thriving online communities...
The Best Open Source Router OS Software for Large or Small Networks
OpenWrt also offers a range of advanced networking configurations, including support for Quality of Service (QoS), network address translation (NAT), and virtual LAN (VLAN) tagging. These features make OpenWrt an attractive option for businesses and organizations that require more advanced networking capabilities. The open-source nature of OpenWrt means that users can...
Best free Linux router and firewall distributions of 2023
Unlike IPFire, OpenWRT has a large number of optional packages in its repository. As a result, you can configure this OS in countless different ways. Most importantly, OpenWRT has drivers for all hardware supported by Linux. This means that almost all Wireless hardware is supported, making it the most versatile OS for creating Access Points.
Source: teklager.se
Top 7 pfSense Alternatives
OpenWRT is made primarily to replace the software on existing routers, but it can also run on x86 (PCs, server hardware, VMs) machines. It is a very mature OS and has some of the best Wi-Fi support around, unlike a lot of other router software options. It has a pretty good GUI and a ton of add-on packages.
7 Best Router Firmware | Open Source | 2022
OpenWrt Project is a Linux based alternative open source firmware for routers in 2022 and embedded systems. And it is one of the best Open Source Firmware that offers you an utterly writable filesystem along with package management. It allows for full customization and lets you customize the device for any application.
Source: viralhax.com

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 OpenWrt. We know about 106 links to it since March 2021 and only 103 links to OpenWrt. 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.

OpenWrt mentions (103)

  • Recommendation for a wifi router with L2TP or other VPN server support?
    If your current router supports a custom firmware like openWRT then you could do this without having to buy a new one. Source: 5 months ago
  • OpenWrt Site Account Creation
    Unfortunately, I can't create an account via Github on the openwrt site. Source: 7 months ago
  • openwrt.org not loading
    Anyone else having trouble reaching openwrt.org right now? I can't get the forums, main page or downloads. I've done plenty of troubleshooting and there isn't anything else on my network having trouble reaching anything else on the internet. Source: 8 months ago
  • Things just got a little weird, my current network is down, I'm a newb trying to start from the ground up and I found out I actually have another (newer) wifi router.... what to do?
    On the router. openwrt.org has lots of great documentation that lays out exactly what you're looking for and then some. Source: 11 months ago
  • As of June 2023, what is the best router that I could buy specifically for ease of use with all things pi-hole related
    Is the Verizon one a combined modem/router? If you want to add your own router, you might have to call them and ask them to put it into bridged mode. I like OpenWRT because it gives you a lot of customization options. I've just been running it on an old TP-Link Archer C7 for the past 5 years or so and I haven't had any issues, but that's ancient hardware now. Source: 11 months ago
View more

PyTorch mentions (106)

  • My Favorite DevTools to Build AI/ML Applications!
    TensorFlow, developed by Google, and PyTorch, developed by Facebook, are two of the most popular frameworks for building and training complex machine learning models. TensorFlow is known for its flexibility and robust scalability, making it suitable for both research prototypes and production deployments. PyTorch is praised for its ease of use, simplicity, and dynamic computational graph that allows for more... - Source: dev.to / 10 days ago
  • Functions and operators for Dot and Matrix multiplication and Element-wise calculation in PyTorch
    *My post explains Dot, Matrix and Element-wise multiplication in PyTorch. - Source: dev.to / about 1 month ago
  • Building a GPT Model from the Ground Up!
    Import torch # we use PyTorch: https://pytorch.org Data = torch.tensor(encode(text), dtype=torch.long) Print(data.shape, data.dtype) Print(data[:1000]) # the 1000 characters we looked at earlier will to the GPT look like this. - Source: dev.to / 2 months ago
  • Open Source Ascendant: The Transformation of Software Development in 2024
    AI's Open Embrace Artificial intelligence (AI) and machine learning (ML) are increasingly leveraging open-source frameworks like TensorFlow [https://www.tensorflow.org/] and PyTorch [https://pytorch.org/]. This democratization of AI tools is driving innovation and lowering entry barriers across industries. - Source: dev.to / about 2 months ago
  • Best AI Tools for Students Learning Development and Engineering
    Which label applies to a tool sometimes depends on what you do with it. For example, PyTorch or TensorFlow can be called a library, a toolkit, or a machine-learning framework. - Source: dev.to / about 2 months ago
View more

What are some alternatives?

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

MikroTik RouterOS - The main product of MikroTik is a Linux-based operating system known as MikroTik RouterOS.

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.

pfSense - pfSense is a free and open source firewall and router that also features unified threat management, load balancing, multi WAN, and more

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

OPNsense - OPNsense® you next open source firewall. Free Download. High-end Security Made Easy™. Offers Intrusion Prevention, Captive Portal, Traffic Shaping and more.

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