qlib/Dockerfile at main · microsoft/qlib · GitHub

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FROM continuumio/miniconda3:latest

WORKDIR /qlib

COPY . .

RUN apt-get update && \

apt-get install -y build-essential

RUN conda create --name qlib_env python=3.8 -y

RUN echo "conda activate qlib_env" >> ~/.bashrc

ENV PATH /opt/conda/envs/qlib_env/bin:$PATH

RUN python -m pip install --upgrade pip

RUN python -m pip install numpy==1.23.5

RUN python -m pip install pandas==1.5.3

RUN python -m pip install importlib-metadata==5.2.0

RUN python -m pip install "cloudpickle<3"

RUN python -m pip install scikit-learn==1.3.2

RUN python -m pip install cython packaging tables matplotlib statsmodels

RUN python -m pip install pybind11 cvxpy

ARG IS_STABLE="yes"

RUN if [ "$IS_STABLE" = "yes" ]; then \

python -m pip install pyqlib; \

else \

python setup.py install; \

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