integrate.ai alternatives

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Openlayer is a powerful testing and observability platform for ML. It lets you collaborate with others on finding issues in models and data, debugging them, and committing new versions.

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Meeshkan is an automated testing service for your GraphQL API that executes and reports on a collection of dynamically generated tests.

Build, train and track all of your machine learning project metadata including ML models and datasets‍ with semantic versioning, extensive artifact logging and dynamic reporting with local↔cloud training.

Machine learning models are only as good as the datasets they’re trained on, yet it’s extremely difficult to improve dataset quality. Aquarium uses deep learning to find problems in your model performance and edit your dataset to fix these problems.

Deploy Advanced is the game-changing data-centric MLOps platform to serve, monitor, explain, and manage your machine learning models. It enables the orchestration of models and monitoring components at scale.

No more coding needed, just add one line to your R script in which you call our magic shinify() function. Shinify automatically creates a shiny server and visual interface for you to interact with your machine learning or statistical model.