Cortex.dev vs Microsoft Cognitive Toolkit

Microsoft Cognitive Toolkit vs Cortex.dev: What are the differences?

Developers describe Microsoft Cognitive Toolkit as "An open-source toolkit for deep learning". It is an open-source toolkit for commercial-grade distributed deep learning. It describes neural networks as a series of computational steps via a directed graph. On the other hand, Cortex.dev is detailed as "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.

Microsoft Cognitive Toolkit and Cortex.dev can be categorized as "Machine Learning" tools.

Some of the features offered by Microsoft Cognitive Toolkit are:

• Speed & Scalability
• Commercial-Grade Quality
• Easy-to-use architecture

On the other hand, Cortex.dev provides the following key features:

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

Microsoft Cognitive Toolkit and Cortex.dev are both open source tools. It seems that Microsoft Cognitive Toolkit with 16.5K GitHub stars and 4.39K forks on GitHub has more adoption than Cortex.dev with 1.42K GitHub stars and 69 GitHub forks.