Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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A General-purpose Task-parallel Programming System in C++
Fast and distributed workflow runner using ActiveJob and Redis
The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.
Parallel Workflow extension for Rake, runs on multicores, clusters, clouds.
A Go-based framework has been developed to oversee the execution of workflows delineated by directed acyclic graphs (DAGs).