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 8.7K GitHub stars and 621 GitHub forks. Here’s a link to Cog's open source repository on GitHub
Who uses Cog?
Developers
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?
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
Google Maps
Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
Elasticsearch
Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).
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