2022-04-03 17:26:46 +02:00
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FROM ubuntu
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ARG KAGGLE_USERNAME
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ARG KAGGLE_KEY
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ARG CUTOFF
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ENV CUTOFF=${CUTOFF:-260000}
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2022-04-03 18:26:37 +02:00
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ENV IS_DOCKER=True
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2022-04-03 17:26:46 +02:00
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WORKDIR /app
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COPY ./download_data.sh calc_stats.sh ./
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COPY ./clean_and_split_data.py calc_stats.py ./
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2022-04-24 18:20:59 +02:00
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COPY ./train_model.py ./
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2022-05-03 20:52:59 +02:00
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COPY ./evaluate.py ./
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2022-04-03 17:26:46 +02:00
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RUN apt-get update && apt-get install -y python3-pip unzip && rm -rf /var/lib/apt/lists/*
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RUN export PATH="$PATH:/root/.local/bin"
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2022-05-03 19:47:36 +02:00
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RUN pip3 install kaggle pandas scikit-learn tensorflow keras matplotlib numpy
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2022-04-03 17:26:46 +02:00
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2022-04-10 18:08:07 +02:00
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RUN mkdir /.kaggle && chmod o+w /.kaggle
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