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- Add Prometheus, Grafana, and Loki monitoring stack - Include pre-configured dashboards for ML metrics and logs - Add Podman container support with security policies - Implement ML runtime environments for multiple frameworks - Add containerized ML project templates (PyTorch, TensorFlow, etc.) - Include secure runner with isolation and resource limits - Add comprehensive log aggregation and alerting
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181 B
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10 lines
181 B
Text
# PyTorch ML Project Requirements
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torch>=2.0.0
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torchvision>=0.15.0
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numpy>=1.21.0
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pandas>=1.3.0
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scikit-learn>=1.0.0
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matplotlib>=3.5.0
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seaborn>=0.11.0
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tqdm>=4.62.0
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tensorboard>=2.8.0
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