Cortex.dev vs Gradio

Cortex.dev vs Gradio: What are the differences?

What is Cortex.dev? Deploy machine learning models in production. It is an open source platform that takes machine learning models—trained with nearly any framework—and turns them into production web APIs in one command.

What is Gradio? *GUIs for Faster ML Prototyping and Sharing *. It allows you to quickly create customizable UI components around your TensorFlow or PyTorch models, or even arbitrary Python functions. Mix and match components to support any combination of inputs and outputs.

Cortex.dev and Gradio can be primarily classified as "Machine Learning" tools.

Some of the features offered by Cortex.dev are:

• Autoscaling
• Supports TensorFlow, Keras, PyTorch, Scikit-learn, XGBoost, and more
• CPU / GPU support

On the other hand, Gradio provides the following key features:

• Customizable Components
• Multiple Inputs and Outputs
• Sharing Interfaces Publicly & Privacy

Cortex.dev is an open source tool with 5.66K GitHub stars and 441 GitHub forks. Here's a link to Cortex.dev's open source repository on GitHub.