cnvrg.io vs Truss
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Detailed Comparison
It is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud. | 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. |
Machine Learning Pipelines; AI Library; Open Compute; Dataset Management; Machine Learning Tracking; Machine Learning Model Deployment; Scalable Streaming Endpoints | 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 |
Statistics | |
GitHub Stars - | GitHub Stars 1.1K |
GitHub Forks - | GitHub Forks 90 |
Stacks 11 | Stacks 1 |
Followers 22 | Followers 1 |
Votes 0 | Votes 0 |
Integrations | |
What are some alternatives to cnvrg.io, Truss?
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