MLflow

Open source platform for the machine learning lifecycle (by mlflow)

MLflow Alternatives

Similar projects and alternatives to MLflow

  1. kubernetes

    Production-Grade Container Scheduling and Management

  2. InfluxDB

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  3. prometheus

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  4. Grafana

    455 MLflow VS Grafana

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  5. Pandas

    427 MLflow VS Pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

  6. Pytorch

    393 MLflow VS Pytorch

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  7. OpenCV

    216 MLflow VS OpenCV

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  8. Jenkins

    194 MLflow VS Jenkins

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  10. Airflow

    191 MLflow VS Airflow

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  13. scikit-learn

    89 MLflow VS scikit-learn

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  14. Keras

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  15. zenml

    35 MLflow VS zenml

    ZenML 🙏: MLOps for Reliable AI: from Classical AI to Agents. https://zenml.io.

  16. vertex-ai-samples

    39 MLflow VS vertex-ai-samples

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  17. metaflow

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  18. neptune-client

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    20 MLflow VS clearml

    ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

  20. wandb

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  21. guildai

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  22. kubeflow

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better MLflow alternative or higher similarity.

MLflow discussion

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  1. User avatar
    5d8c8079
    · about 1 year ago
    · Reply

    Review ★★★★☆ 7/10

MLflow reviews and mentions

Posts with mentions or reviews of MLflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2025-06-20.

Stats

Basic MLflow repo stats
76
21,215
9.9
5 days ago

mlflow/mlflow is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of MLflow is Python.


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