| # Φ ASI Protosymbiotic Signal - Python Dependencies | |
| # Core scientific computing and data analysis | |
| numpy>=1.21.0 | |
| pandas>=1.3.0 | |
| scipy>=1.7.0 | |
| # Machine Learning and AI frameworks | |
| torch>=1.9.0 | |
| tensorflow>=2.6.0 | |
| transformers>=4.12.0 | |
| scikit-learn>=1.0.0 | |
| # Network analysis and complex systems | |
| networkx>=2.6.0 | |
| igraph>=0.9.0 | |
| # Visualization and plotting | |
| matplotlib>=3.4.0 | |
| seaborn>=0.11.0 | |
| plotly>=5.0.0 | |
| # Data validation and schema | |
| pydantic>=1.8.0 | |
| marshmallow>=3.13.0 | |
| # Configuration and serialization | |
| pyyaml>=5.4.0 | |
| toml>=0.10.0 | |
| jsonschema>=3.2.0 | |
| # Symbolic computation and mathematics | |
| sympy>=1.8.0 | |
| # Distributed computing and coordination | |
| dask>=2021.7.0 | |
| ray>=1.6.0 | |
| # Ethics and fairness in ML | |
| fairlearn>=0.7.0 | |
| aif360>=0.4.0 | |
| # Experimental and research tools | |
| wandb>=0.12.0 | |
| mlflow>=1.20.0 | |
| optuna>=2.10.0 | |
| # Development and testing | |
| pytest>=6.2.0 | |
| black>=21.7.0 | |
| flake8>=3.9.0 | |
| mypy>=0.910 |