Maestro alternatives for AI agents.

Workflow Engine for Kubernetes

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

🧙 Build, run, and manage data pipelines for integrating and transforming data.

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

The Open Source Feature Store for AI/ML

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

Democratizing Reinforcement Learning for LLMs

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

A Flexible and Powerful Parameter Server for large-scale machine learning

Statistical Machine Intelligence & Learning Engine

A machine learning software for extracting information from scholarly documents

An Engine-Agnostic Deep Learning Framework in Java

A list of useful Java frameworks, libraries, software and hello worlds examples

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.