requirements.txt

# F1 Prediction System v3.0 - Production Dependencies

# Core Data Science Libraries
pandas==2.2.2
numpy==1.26.4
scikit-learn==1.6.1

# Machine Learning Models
lightgbm==4.3.0
xgboost==3.0.2
# catboost>=1.2.0

# Neural Networks
# tensorflow>=2.13.0
# torch>=2.0.0

# Hyperparameter Optimization
optuna==3.6.1  # optional; used when hyperparameter_optimization.enabled is true

# F1 Data Source
fastf1==3.3.4

# Data Validation and Quality
pydantic==2.7.4  # optional

# Database
duckdb>=0.10.2

# MLflow for Experiment Tracking
mlflow==2.16.2  # optional

# Visualization
matplotlib==3.8.4
seaborn==0.13.2
plotly==5.22.0

# REST API
fastapi==0.115.0
uvicorn[standard]==0.30.6

# Dashboard
streamlit==1.36.0

# Configuration Management
pyyaml==6.0.2

# Statistical Analysis
# Pin a SciPy version with Python 3.13 wheels
scipy==1.14.1

# Progress Bars and CLI
tqdm==4.66.4

# Logging and Monitoring
structlog==24.2.0

# Date/Time Handling
python-dateutil==2.9.0.post0

# HTTP Requests (for API calls)
requests==2.32.3
requests-cache==1.2.1  # optional

# Parallel Processing
joblib==1.4.2

# Memory Profiling (optional, for performance monitoring)
memory-profiler==0.61.0  # optional

# Type Checking (development)
mypy==1.10.1  # dev-only

# Code Formatting (development)
black==24.4.2  # dev-only
isort==5.13.2  # dev-only

# Testing (development)
pytest==8.3.1  # dev-only
pytest-cov==5.0.0  # dev-only