marvinpan/miniconda3 repository overview

FROM continuumio/miniconda3:4.5.12
MAINTAINER marvinpan <[email protected]>
ENV PYTHON_TA_LIB_VERSION=0.4.17 TIMEZONE=Asia/Shanghai
RUN cp /usr/share/zoneinfo/$TIMEZONE /etc/localtime \
    && echo $TIMEZONE > /etc/timezone \
    && apt-get update \
    && apt-get install -y build-essential \
    && cd /tmp \
    && curl -L -O http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz \
    && tar -zxf ta-lib-0.4.0-src.tar.gz \
    && cd ta-lib/ \
    && ./configure --prefix=/usr \
    && make \
    && make install \
    && pip install --default-timeout=100 --no-cache-dir --upgrade ta-lib==${PYTHON_TA_LIB_VERSION} DBUtils==1.3 threadpool==1.3.2 xgboost==0.82 \
	&& conda install pandas pymysql pymssql scikit-learn tqdm keras \
    && conda install pytorch-cpu torchvision-cpu -c pytorch \
    && rm -rf /root/.cache \
              /tmp/*