@@ -17,14 +17,14 @@ pytest==7.4.1 # Framework for testing Python code
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# NTRU library for quantum-resistant cryptography
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ntru == 0.1.0 # NTRU encryption library for post-quantum security
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- # Additional libraries for data visualization (optional)
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+ # Data visualization libraries
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matplotlib == 3.7.2 # Comprehensive library for creating static, animated, and interactive visualizations
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seaborn == 0.12.2 # Statistical data visualization based on matplotlib
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- # Optional: dotenv for environment variable management
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+ # Environment variable management
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python-dotenv == 0.21.0 # For loading environment variables from a .env file
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- # Additional libraries for enhanced functionality
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+ # HTTP requests and secure data handling
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requests == 2.31.0 # For making HTTP requests
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cryptography == 39.0.1 # For secure data handling and encryption
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@@ -41,14 +41,14 @@ aiohttp==3.8.5 # Asynchronous HTTP client/server framework
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# Data serialization and messaging
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protobuf == 4.25.0 # Protocol Buffers for data serialization
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- # Additional libraries for enhanced performance and functionality
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+ # Web framework for building APIs
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fastapi == 0.103.0 # FastAPI framework for building APIs with Python 3.6+ based on standard Python type hints
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uvicorn == 0.23.0 # ASGI server for running FastAPI applications
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# Quantum computing libraries (optional)
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qiskit == 0.43.0 # Quantum computing framework for creating and running quantum circuits
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- # Additional libraries for enhanced functionality
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+ # Machine learning and deep learning frameworks
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tensorflow == 2.14.0 # TensorFlow for machine learning and deep learning
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torch == 2.0.1 # PyTorch for deep learning applications
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transformers == 4.30.0 # Hugging Face Transformers for natural language processing
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