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# Data manipulation and analysis
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- pandas == 1.5.3
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- numpy == 1.23.5
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+ pandas == 1.5.3 # Powerful data manipulation and analysis library
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+ numpy == 1.23.5 # Fundamental package for numerical computations in Python
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# Machine learning and deep learning
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- tensorflow == 2.11.0
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- scikit-learn == 1.1.3
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+ tensorflow == 2.11.0 # Comprehensive library for machine learning and deep learning
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+ scikit-learn == 1.1.3 # Simple and efficient tools for data mining and data analysis
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# Blockchain interaction
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- web3 == 5.31.0
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+ web3 == 5.31.0 # Ethereum blockchain interaction library
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# Data visualization (optional, for exploratory data analysis)
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- matplotlib == 3.6.2
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- seaborn == 0.11.2
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+ matplotlib == 3.6.2 # Comprehensive library for creating static, animated, and interactive visualizations
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+ seaborn == 0.11.2 # Statistical data visualization based on Matplotlib
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# Jupyter Notebook (for notebooks)
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- jupyter == 1.0.0
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+ jupyter == 1.0.0 # Jupyter Notebook for interactive computing and data exploration
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# Logging and configuration management
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- python-dotenv == 0.20.0
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+ python-dotenv == 0.20.0 # Loads environment variables from a .env file
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# Testing
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- pytest == 7.2.0
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+ pytest == 7.2.0 # Framework for testing Python code
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