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Update requirements.txt
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requirements.txt

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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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