Untorch
Untorch is an open-source machine learning library that provides functionality similar to PyTorch while avoiding vendor lock-in. It is designed to be a drop-in replacement for PyTorch with a focus on flexibility, transparency, and trust.
opensource
machine-learning
pytorch
python
Untorch: Open-Source Machine Learning Library
Untorch is an open-source machine learning library providing flexibility, transparency, and trust similar to PyTorch without vendor lock-in, designed as a drop-in replacement.
What is Untorch?
Untorch is an open-source machine learning library designed as an alternative to PyTorch. It provides similar capabilities for building and training deep learning models, but with a focus on flexibility, transparency, and trust.
Like PyTorch, Untorch utilizes dynamic neural network graphs and automatic differentiation, allowing models to be defined and optimized with ease. However, Untorch avoids vendor lock-in associated with closed-source frameworks like PyTorch. It gives users full visibility into model architecture and computations for verification.
In addition, Untorch utilizes deterministic algorithms and pure functions as much as possible. This increases trust in model behavior and improves reproducibility of results across different compute environments. Models can be easily exported to standardized formats like ONNX for deployment.
For researchers and engineers who want PyTorch-like capabilities without sacrificing flexibility, transparency, or trust, Untorch is designed to be a drop-in replacement. Its open-source nature, deterministic computations, and standardized export formats provide key advantages over proprietary alternatives.
Untorch Features
Features
- Drop-in replacement for PyTorch
- Avoids vendor lock-in
- Open source implementation
- Supports common deep learning models and techniques
- Automatic differentiation
- GPU acceleration
- Distributed training
- Python API
Pricing
- Open Source
Pros
No vendor lock-in
Transparent and inspectable code
Free and open source
Active development community
Compatible with existing PyTorch code
Cons
Smaller community than PyTorch
Less extensive documentation
Fewer pretrained models available
Less extensive ecosystem of libraries
Official Links
The Best Untorch Alternatives
Top Ai Tools & Services and Machine Learning Frameworks and other similar apps like Untorch
Here are some alternatives to Untorch:
Suggest an alternative ❐
Mailchimp
Mailchimp is a popular email marketing platform used by small businesses, bloggers, and enterprises to design and send marketing emails and automate interactions with contacts and customers. It offers an easy-to-use drag-and-drop builder to create professional-looking email campaigns along with a library of free templates.Key features of Mailchimp include:Intuitive email...
Mailman
Mailman is a free, open source mailing list management system. It provides a web-based interface that helps online communities manage mailing lists for email discussion and announcement lists. Key features of Mailman include:User subscription and unsubscription managementModeration and admin controlsList archiving and email gatewaySpam filteringComprehensive REST APIIntegrations with external appsMailman...
Kingmailer
Kingmailer is an easy-to-use email marketing and automation software specifically targeted at small businesses and entrepreneurs. It makes it simple to create professional-looking email campaigns, build complex multi-step workflows and automations, manage contacts and mailing lists, track campaign analytics, and integrate with various other business apps and services.Some key features...
1and1Mail
1and1Mail is a free webmail service offered by 1&1, a large web hosting and cloud services provider. It gives users a professional-looking @1and1.com email address with 15GB of storage space, which is quite generous compared to other free email providers.Some key features of 1and1Mail include:A clean, ad-free interface that focuses...
ListShine
ListShine is a software designed for managing and maintaining email lists. It provides various features and tools to ensure email lists remain up-to-date and optimized for deliverability.One of the key capabilities of ListShine is automated email list cleaning. It scans through mailing lists to detect invalid or undeliverable email addresses...
Mailjet
Mailjet is an email service provider founded in 2010 that focuses on transactional, marketing, and automation email features. It provides users with dedicated IP addresses to ensure email deliverability, along with real-time analytics and monitoring of email campaigns.Key features of Mailjet include:Easy API and SMTP integration for sending high volumes...
Campayn
Campayn is an intuitive email marketing platform suitable for businesses of all sizes. It makes it easy to create professional email campaigns with its drag-and-drop editor and pre-designed templates. Users can easily import contacts, segment lists based on subscriber data and behaviors, set up automations, and schedule campaigns.Key features include:Drag-and-drop...
Yournotify
Yournotify is a user-friendly notification and reminders application designed to help users stay organized and on top of important tasks and events. It has an intuitive interface that makes it easy to create customizable notifications and reminders based on date/time, location, or other triggers.Some key features of Yournotify include:Flexible repeating...
SendPulse
SendPulse is a cloud-based email marketing and automation platform suitable for small businesses, online stores, bloggers, marketing agencies and enterprises. It provides users with various tools to create professional emails and newsletters, collect contacts, organize and manage subscriber lists, set up automated email workflows and campaigns, and analyze the results.Some...
Email It
Email It is an easy-to-use email management software designed to help users organize, send, and track emails from multiple accounts. It consolidates all your email accounts into one convenient inbox so you can manage incoming and outgoing messages more efficiently.Key features of Email It include:Unified inbox to view messages from...
STAR Desktop Mailings
STAR Desktop Mailings is an affordable yet powerful marketing automation platform designed for small businesses and entrepreneurs. It makes it easy to plan, execute, and measure the performance of multi-channel marketing campaigns, without needing a big marketing team or deep technical skills.With an intuitive drag-and-drop interface, users can quickly build...
Platformly
Platformly is a leading no-code/low-code platform that empowers businesses to build powerful web applications without any coding. Some key highlights of Platformly:Intuitive drag-and-drop interface to design workflows, databases, forms, reports, dashboards, charts, permissions, rules, calculations, APIs and moreGreat for building CRUD apps, workflows, business intelligence, integrations, admin panels, trackers etcComes...
