Open source alternatives to Amazon SageMaker
SageMaker is AWS's managed platform for training and serving machine learning models.
3 projects
- kubeflowv1.10.0kubeflow/kubeflow
The Cloud Native AI Platform
16k starsApache-2.0Released 1 year ago - mlflowv3.18.0mlflow/mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
28.8k starsApache-2.0PythonDockerReleased 11 days ago - ray2.60.0ray-project/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
44.3k starsApache-2.0PythonReleased 11 days ago