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25 changes: 25 additions & 0 deletions environment.yml
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name: pulmonary-tree-labeling
channels:
- pytorch
- nvidia
- conda-forge
- defaults
dependencies:
- python=3.9
- pip
- pytorch=1.13.0
- torchvision=0.14.0
- torchaudio=0.13.0
- pytorch-cuda=11.7
- numpy
- pillow
- requests
- tqdm
- networkx
- psutil
- pip:
- torch-geometric==2.6.1
- monai==1.4.0
- nibabel==5.3.2
- openpyxl==3.1.5
- cupy-cuda12x==13.3.0
26 changes: 26 additions & 0 deletions requirements.txt
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# Python dependencies for pulmonary-tree-labeling
# Install with: pip install -r requirements.txt

# Deep Learning
torch>=1.13.0
torchvision>=0.14.0
torchaudio>=0.13.0
torch-geometric==2.6.1

# Medical Imaging
monai==1.4.0
nibabel==5.3.2

# Data Processing
numpy>=1.26.0
pillow>=10.0.0
openpyxl==3.1.5

# Utilities
tqdm>=4.66.0
networkx>=3.0
psutil>=6.0.0
requests>=2.32.0

# Optional: GPU acceleration (requires CUDA)
# cupy-cuda12x==13.3.0
108 changes: 0 additions & 108 deletions requirments.txt

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