2021-04-10 13:22:11 +02:00
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FROM ubuntu:latest
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2021-05-11 22:13:02 +02:00
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RUN apt-get update && apt-get install -y python3-pip && pip3 install setuptools && pip3 install numpy && pip3 install pandas && pip3 install wget && pip3 install scikit-learn && pip3 install matplotlib && rm -rf /var/lib/apt/lists/*
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RUN pip3 install torch torchvision torchaudio
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2021-05-13 23:23:52 +02:00
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RUN pip3 install sacred && pip3 install GitPython && pip3 install pymongo
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2021-06-12 11:39:51 +02:00
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RUN pip3 install dvc
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RUN pip3 install 'dvc[ssh]' paramiko
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2021-04-10 13:22:11 +02:00
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WORKDIR /app
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COPY ./create.py ./
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COPY ./stats.py ./
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2021-04-17 13:35:20 +02:00
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COPY ./stroke-pytorch.py ./
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2021-05-07 21:30:35 +02:00
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COPY ./stroke-pytorch-eval.py ./
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2021-06-12 11:39:51 +02:00
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COPY ./train-dvc.py ./
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