7880ea8d79
Organize podman/ directory into logical subdirectories: New structure: - docs/ - ML_TOOLS_GUIDE.md, jupyter_workflow.md - configs/ - environment*.yml, security_policy.json - containers/ - *.dockerfile, *.podfile - scripts/ - *.sh, *.py (secure_runner, cli_integration, etc.) - jupyter/ - jupyter_cookie_secret (flattened from jupyter_runtime/runtime/) - workspace/ - Example projects (cleaned of temp files) Cleaned workspace: - Removed .DS_Store, mlflow.db, cache/ - Removed duplicate cli_integration.py Removed unnecessary nesting: - Flattened jupyter_runtime/runtime/ to just jupyter/ Improves maintainability by grouping files by purpose and eliminating root directory clutter.
32 lines
617 B
YAML
32 lines
617 B
YAML
---
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# Ultra-Fast Minimal ML Environment
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# Optimized for size and speed with mamba
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name: ml_env_minimal
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channels:
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- pytorch
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- conda-forge
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dependencies:
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# Core Python
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- python=3.10
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# Essential ML Stack (conda-optimized binaries)
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- pytorch>=2.0.0
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- torchvision>=0.15.0
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- numpy>=1.24.0
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- pandas>=2.0.0
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- scikit-learn>=1.3.0
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# Lightweight visualization
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- matplotlib>=3.7.0
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# Development essentials
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- pip
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- setuptools
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- wheel
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# GPU support (conditional - will be skipped if not available)
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- pytorch-cuda>=11.7
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# Only essential pip packages
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- pip:
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- tqdm>=4.65.0
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