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# NexusAIPlatform Analytics Platform - Python Dependencies
# ============================================================================
# Core Framework
# ============================================================================
fastapi==0.104.1
uvicorn[standard]==0.24.0
pydantic==2.5.0
pydantic-settings==2.1.0
python-multipart==0.0.6
# ============================================================================
# Computer Vision & Deep Learning
# ============================================================================
torch==2.1.0
torchvision==0.16.0
ultralytics==8.0.200 # YOLOv8
opencv-python==4.8.1.78
opencv-contrib-python==4.8.1.78
segment-anything==1.0 # SAM
onnx==1.15.0
onnxruntime-gpu==1.16.3
albumentations==1.3.1
timm==0.9.12
# ============================================================================
# MLOps & Experiment Tracking
# ============================================================================
mlflow==2.8.1
dvc[s3]==3.30.1
optuna==3.4.0
# ============================================================================
# Data Processing
# ============================================================================
numpy==1.24.3
pandas==2.1.3
pillow==10.1.0
scikit-learn==1.3.2
scipy==1.11.4
# ============================================================================
# Database & Storage
# ============================================================================
motor==3.3.2 # Async MongoDB driver
pymongo==4.6.1
redis==5.0.1
hiredis==2.2.3
minio==7.2.0
# ============================================================================
# Task Queue & Distributed Processing
# ============================================================================
celery==5.3.4
pyspark==3.5.0
# ============================================================================
# API & Networking
# ============================================================================
httpx==0.25.2
aiofiles==23.2.1
python-jose[cryptography]==3.3.0
passlib[bcrypt]==1.7.4
python-dateutil==2.8.2
email-validator==2.1.0
# ============================================================================
# Monitoring & Observability
# ============================================================================
prometheus-client==0.19.0
prometheus-fastapi-instrumentator==6.1.0
opentelemetry-api==1.21.0
opentelemetry-sdk==1.21.0
opentelemetry-instrumentation-fastapi==0.42b0
# ============================================================================
# Video Processing
# ============================================================================
av==11.0.0 # PyAV
ffmpeg-python==0.2.0
imageio[ffmpeg]==2.33.0
moviepy==1.0.3
# ============================================================================
# Utilities
# ============================================================================
python-dotenv==1.0.0
pyyaml==6.0.1
click==8.1.7
tqdm==4.66.1
loguru==0.7.2
structlog==23.2.0
colorama==0.4.6
tenacity==8.2.3
# ============================================================================
# Development & Testing
# ============================================================================
pytest==7.4.3
pytest-asyncio==0.21.1
pytest-cov==4.1.0
pytest-mock==3.12.0
black==23.11.0
isort==5.12.0
flake8==6.1.0
mypy==1.7.1
pre-commit==3.5.0
# ============================================================================
# Documentation
# ============================================================================
mkdocs==1.5.3
mkdocs-material==9.4.14