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NexQuant/rdagent/scenarios/qlib/docker/Dockerfile
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FROM pytorch/pytorch:2.2.1-cuda12.1-cudnn8-runtime
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# For GPU support, please choose the proper tag from https://hub.docker.com/r/pytorch/pytorch/tags
RUN apt-get clean && apt-get update && apt-get install -y \
curl \
vim \
git \
build-essential \
coreutils \
&& rm -rf /var/lib/apt/lists/*
RUN git clone https://github.com/microsoft/qlib.git
WORKDIR /workspace/qlib
RUN git fetch && git reset 2fb9380b342556ddb50a4b24e4fe8655d548b2b8 --hard
RUN python -m pip install --upgrade cython
RUN python -m pip install -e .
RUN pip install catboost
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RUN pip install xgboost
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RUN pip install tables