ium_444380/Dockerfile

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FROM ubuntu
ARG KAGGLE_USERNAME
ARG KAGGLE_KEY
ARG CUTOFF
ENV CUTOFF=${CUTOFF:-260000}
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ENV IS_DOCKER=True
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WORKDIR /app
COPY ./download_data.sh calc_stats.sh ./
COPY ./clean_and_split_data.py calc_stats.py ./
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COPY ./train_model.py ./
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COPY ./evaluate.py ./
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RUN apt-get update && apt-get install -y python3-pip unzip && rm -rf /var/lib/apt/lists/*
RUN export PATH="$PATH:/root/.local/bin"
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RUN pip3 install kaggle pandas scikit-learn tensorflow keras matplotlib numpy
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RUN mkdir /.kaggle && chmod o+w /.kaggle