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Merge pull request #50 from getwilds/deepLearning_python
adding Dockerfile for Python Deep Learning Libraries
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| # Using a CUDA base image | ||
| FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04 | ||
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| # Adding labels for the GitHub Container Registry | ||
| LABEL org.opencontainers.image.title="pythonDL" | ||
| LABEL org.opencontainers.image.description="Docker image for the use of Deep Learning Python packages in FH DaSL's WILDS" | ||
| LABEL org.opencontainers.image.version="1.0" | ||
| LABEL org.opencontainers.image.authors="[email protected]" | ||
| LABEL org.opencontainers.image.url=https://hutchdatascience.org/ | ||
| LABEL org.opencontainers.image.documentation=https://getwilds.org/ | ||
| LABEL org.opencontainers.image.source=https://github.com/getwilds/wilds-docker-library | ||
| LABEL org.opencontainers.image.licenses=MIT | ||
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| # Installing Python | ||
| RUN apt-get update \ | ||
| && apt-get install -y --no-install-recommends python3=3.10.6-1~22.04.1 python3-pip=22.0.2+dfsg-1ubuntu0.4 \ | ||
| && rm -rf /var/lib/apt/lists/* | ||
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| # Installing necessary Python modules | ||
| RUN pip install --no-cache-dir numpy==1.26.4 seaborn==0.13.2 matplotlib==3.9.2 pandas==2.2.3 scikit-learn==1.5.2 \ | ||
| scipy==1.14.1 optuna==4.0.0 joblib==1.4.2 keras==3.6.0 tensorflow==2.17.0 torch==2.5.0 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,22 @@ | ||
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| # Using a CUDA base image | ||
| FROM nvidia/cuda:11.7.1-cudnn8-devel-ubuntu22.04 | ||
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| # Adding labels for the GitHub Container Registry | ||
| LABEL org.opencontainers.image.title="pythonDL" | ||
| LABEL org.opencontainers.image.description="Docker image for the use of Deep Learning Python packages in FH DaSL's WILDS" | ||
| LABEL org.opencontainers.image.version="1.0" | ||
| LABEL org.opencontainers.image.authors="[email protected]" | ||
| LABEL org.opencontainers.image.url=https://hutchdatascience.org/ | ||
| LABEL org.opencontainers.image.documentation=https://getwilds.org/ | ||
| LABEL org.opencontainers.image.source=https://github.com/getwilds/wilds-docker-library | ||
| LABEL org.opencontainers.image.licenses=MIT | ||
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| # Installing Python | ||
| RUN apt-get update \ | ||
| && apt-get install -y --no-install-recommends python3=3.10.6-1~22.04.1 python3-pip=22.0.2+dfsg-1ubuntu0.4 \ | ||
| && rm -rf /var/lib/apt/lists/* | ||
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| # Installing necessary Python modules | ||
| RUN pip install --no-cache-dir numpy==1.26.4 seaborn==0.13.2 matplotlib==3.9.2 pandas==2.2.3 scikit-learn==1.5.2 \ | ||
| scipy==1.14.1 optuna==4.0.0 joblib==1.4.2 keras==3.6.0 tensorflow==2.17.0 torch==2.5.0 |