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dev-python/mloptiflow

Dynamic MLOps Framework with Integrated CLI for Automated ML Project Inception, Kafka-Driven Real-Time Model Monitoring, and Adaptive Canary Deployment Architectures

Screenshots

  • mloptiflow-0.1.0
    ~amd64 ~x86
    python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: MIT   
    Overlay: pypi

Runtime Dependencies

mloptiflow-0.1.0





<dev-python/python-dotenv-2.0.0[python_targets_python3_11
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<dev-python/psutil-7.0.0[python_targets_python3_11
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]




<dev-python/click-9.0.0[python_targets_python3_11
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,python_targets_python3_13
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]




<dev-python/pyyaml-7.0.0[python_targets_python3_11
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dev-python/fastapi[python_targets_python3_11
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]




<dev-python/uvicorn-0.33.0[python_targets_python3_11
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,python_targets_python3_13
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]




<dev-python/aiohttp-4.0.0[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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]




<dev-python/pydantic-3.0.0[python_targets_python3_11
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,python_targets_python3_13
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]




<dev-python/scikit-learn-1.6.0[python_targets_python3_11
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]




<dev-python/pandas-3.0.0[python_targets_python3_11
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,python_targets_python3_13
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]




dev-python/xgboost[python_targets_python3_11
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dev-python/mlflow[python_targets_python3_11
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,python_targets_python3_13
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]




dev-python/quixstreams[python_targets_python3_11
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,python_targets_python3_13
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,python_targets_python3_14
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]




<dev-python/tenacity-10.0.0[python_targets_python3_11
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,python_targets_python3_13
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,python_targets_python3_14
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]




<dev-python/plotly-7.0.0[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/streamlit[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )