Why developers like Truss

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 976 GitHub stars and 84 GitHub forks. Here’s a link to Truss's open source repository on GitHub

Who uses Truss?

Developers

My Stack

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.

Python

TensorFlow

PyTorch

scikit-learn

MLflow

XGBoost

Baseten

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?

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).

Truss