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# Core FastAPI dependencies | |
fastapi>=0.104.1 | |
uvicorn[standard]>=0.24.0 | |
python-multipart>=0.0.6 | |
jinja2>=3.1.2 | |
aiofiles>=23.2.1 | |
# PyTorch and ML dependencies (CPU optimized) | |
torch>=2.1.0+cpu | |
torchvision>=0.16.0+cpu | |
torchaudio>=2.1.0+cpu | |
transformers>=4.45.2 | |
safetensors>=0.4.1 | |
accelerate>=0.24.1 | |
huggingface_hub>=0.19.0 | |
# Memory and CPU optimization | |
intel-extension-for-pytorch>=2.1.0 | |
mkl>=2023.2.0 | |
memory-profiler>=0.61.0 | |
psutil>=5.9.6 | |
py-cpuinfo>=9.0.0 | |
# Medical data processing | |
pydicom>=2.4.3 | |
SimpleITK>=2.3.1 | |
nibabel>=5.1.0 | |
monai>=1.3.0 | |
opencv-python-headless>=4.8.1 | |
scikit-image>=0.21.0 | |
imageio>=2.31.5 | |
# Large data handling | |
dask[complete]>=2023.9.2 | |
zarr>=2.16.1 | |
h5py>=3.9.0 | |
lmdb>=1.4.1 | |
# Data processing | |
numpy>=1.24.3 | |
pandas>=2.0.3 | |
datasets>=2.14.6 | |
scikit-learn>=1.3.2 | |
Pillow>=10.1.0 | |
# Database and security | |
sqlalchemy>=2.0.21 | |
alembic>=1.12.1 | |
cryptography>=41.0.7 | |
bcrypt>=4.0.1 | |
# Monitoring and visualization | |
wandb>=0.15.12 | |
tensorboard>=2.14.1 | |
plotly>=5.17.0 | |
seaborn>=0.12.2 | |
# Utilities | |
requests>=2.31.0 | |
tqdm>=4.66.1 | |
python-dotenv>=1.0.0 | |
websockets>=12.0 | |
schedule>=1.2.0 | |
# API and validation | |
pydantic>=2.5.0 | |
httpx>=0.25.2 | |
python-jose[cryptography]>=3.3.0 | |