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+ # Core Machine Learning Libraries
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+ pandas>=1.5.0
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+ scikit-learn>=1.2.0
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+ numpy>=1.21.0
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+
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+ # Model Serialization
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+ skops>=0.7.0
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+
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+ # Data Visualization
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+ matplotlib>=3.5.0
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+ seaborn>=0.11.0
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+
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+ # Code Quality and Formatting
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+ black>=22.0.0
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+ flake8>=5.0.0
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+ bandit>=1.7.0
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+
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+ # Testing
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+ pytest>=7.0.0
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+ pytest-cov>=4.0.0
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+ pytest-mock>=3.10.0
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+
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+ # Security and Monitoring
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+ safety>=2.3.0
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+
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+ # Jupyter Notebook Support (optional)
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+ jupyter>=1.0.0
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+ ipykernel>=6.0.0
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+
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+ # Data Science Utilities
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+ scipy>=1.9.0
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+
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+ # MLOps and Monitoring
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+ evidently>=0.4.0
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+
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+ # Web Framework (for future API development)
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+ fastapi>=0.100.0
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+ uvicorn>=0.20.0
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+
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+ # Environment and Configuration
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+ python-dotenv>=1.0.0
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+
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+ # Logging and Utilities
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+ loguru>=0.7.0
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+
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+ # HTTP Requests (for API testing)
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+ requests>=2.28.0
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+
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+ # Development Dependencies
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+ ipython>=8.0.0