What is Cog?
It is an open-source tool that lets you package machine learning models in a standard, production-ready container.
You can deploy your packaged model to your own infrastructure.
Cog is a tool in the Machine Learning Tools category of a tech stack.
Cog is an open source tool with 7.1K GitHub stars and 479 GitHub forks. Here’s a link to Cog's open source repository on GitHub
Cog Integrations
Python, Docker, Redis, Amazon S3, and Linux are some of the popular tools that integrate with Cog. Here's a list of all 7 tools that integrate with Cog.
Cog's Features
- Docker containers without the pain
- No more CUDA hell
- Define the inputs and outputs for your model with standard Python
- Automatic HTTP prediction server
- Automatic queue worker
- Cloud storage
- Ready for production
Cog Alternatives & Comparisons
What are some alternatives to Cog?
JavaScript
JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.
Git
Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.
Python
Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
jQuery
jQuery is a cross-platform JavaScript library designed to simplify the client-side scripting of HTML.
Related Comparisons
No related comparisons found