What is Truss?
It is a seamless bridge from model development to model delivery. Truss presents an open-source standard for packaging models built in any framework for sharing and deployment in any environment, local or production.
Truss is a tool in the Machine Learning Tools category of a tech stack.
Truss is an open source tool with 837 GitHub stars and 54 GitHub forks. Here’s a link to Truss's open source repository on GitHub
Who uses Truss?
Developers
Truss Integrations
Python, TensorFlow, PyTorch, scikit-learn, and MLflow are some of the popular tools that integrate with Truss. Here's a list of all 7 tools that integrate with Truss.
Truss's Features
- Turns your Python model into a microservice with a production-ready API endpoint, no need for Flask or Django
- For most popular frameworks, includes automatic model serialization and deserialization
- Freezes dependencies via Docker to make your training environment portable
- Enables rapid iteration with local development that matches your production environment
- Encourages shipping parsing and even business logic alongside your model with integrated pre- and post-processing functions
- Bundles secret management to securely give your model access to API keys
Truss Alternatives & Comparisons
What are some alternatives to Truss?
JavaScript
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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.
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