| @echo off |
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| echo [1/5] Fetching secure Miniconda standalone distribution installer... |
| powershell -Command "Invoke-WebRequest -Uri 'https://anaconda.com' -OutFile 'miniconda_installer.exe'" |
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| echo Provisioning system directories and deploying runtime components... |
| start /wait "" miniconda_installer.exe /InstallationType=JustMe /RegisterPython=0 /S /D=%UserProfile%\miniconda3 |
| del miniconda_installer.exe |
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| call %UserProfile%\miniconda3\Scripts\activate.bat |
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| echo [2/5] Synthesizing isolated virtual sandbox lab225_env using Python 3.12... |
| call conda create --name lab225_env python=3.12 -y |
| call conda activate lab225_env |
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| echo [3/5] Fetching targeted PyTorch wheels and neural processing dependencies... |
| call pip install --upgrade pip |
| call pip install torch torchvision --index-url https://pytorch.org |
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| echo [4/5] Deploying Hugging Face extensions and diagnostic image tools... |
| call pip install transformers[torch] datasets huggingface_hub timm evaluate safetensors fastai |
| call pip install matplotlib scipy numpy opencv-python pillow scikit-learn scikit-image pandas ipython jupyter tqdm graphviz |
| call pip install nibabel pytest einops nltk albumentations |
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| echo [5/5] Verification loop successfully terminated. |
| echo Reactivate environment context layer before calling evaluation macros: |
| echo conda activate lab225_env |
| pause |
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