first pass

templates/python/ml-pytorch/.dockerignore.template

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+__pycache__
+*.pyc
+*.pyo
+*.pyd
+.Python
+.git
+.gitignore
+.env
+.env.local
+*.tar
+*.tar.gz
+
+# Virtual environments
+venv
+.venv
+env
+
+# IDE
+.vscode
+.idea
+
+# Test
+.pytest_cache
+.coverage
+
+# ML artifacts (large files)
+*.pt
+*.pth
+*.onnx
+*.h5
+*.pkl
+models/
+checkpoints/
+weights/
+
+# Data (mount as volume instead)
+data/
+datasets/
+
+# Docker files
+Dockerfile
+docker-compose.yml
+.dockerignore
+docker-deployment.json
+*.ps1
+
+# Logs
+*.log
+logs

templates/python/ml-pytorch/Dockerfile.template

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+FROM python:{{PYTHON_VERSION}}-slim
+
+# Install system dependencies for ML libraries
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    libsndfile1 \
+    ffmpeg \
+    libavcodec-extra \
+    libgl1-mesa-glx \
+    libglib2.0-0 \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+# Install Python dependencies
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application
+COPY . .
+
+# Set environment
+ENV PYTHONUNBUFFERED=1
+ENV PORT={{PORT}}
+
+EXPOSE {{PORT}}
+
+CMD ["python", "{{ENTRY_POINT}}"]

templates/python/ml-pytorch/docker-compose.yml.template

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+services:
+  {{PROJECT_NAME}}:
+    build: .
+    container_name: {{PROJECT_NAME}}
+    restart: unless-stopped
+    ports:
+      - "${HOST_PORT:-{{PORT}}}:{{PORT}}"
+{{#if USE_ENV_FILE}}
+    env_file:
+      - .env
+{{/if}}
+    environment:
+      PYTHONUNBUFFERED: 1
+      PORT: {{PORT}}
+{{#if HAS_VOLUMES}}
+    volumes:
+{{#each VOLUMES}}
+      - {{this}}
+{{/each}}
+{{/if}}
+    # Uncomment below for GPU support
+    # deploy:
+    #   resources:
+    #     reservations:
+    #       devices:
+    #         - driver: nvidia
+    #           count: 1
+    #           capabilities: [gpu]