tf.Dockerfile

FROM tensorflow/tensorflow:2.0.0-gpu-py3
WORKDIR /libtopicmodel
COPY . /libtopicmodel/
#RUN pip3 install poetry==1.0.0b8 
#RUN poetry install 

FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu18.04
ARG PYTHON_VERSION=3.7
RUN apt-get update && apt-get install -y --no-install-recommends \
         build-essential \
         cmake \
         git \
         curl \
         ca-certificates \
         libjpeg-dev \
         libpng-dev && \
     rm -rf /var/lib/apt/lists/*

RUN curl -o ~/miniconda.sh -O  https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh  && \
     chmod +x ~/miniconda.sh && \
     ~/miniconda.sh -b -p /opt/conda && \
     rm ~/miniconda.sh && \
     /opt/conda/bin/conda install -y python=$PYTHON_VERSION \
        numpy pyyaml scipy ipython mkl mkl-include ninja cython \ 
        typing tqdm matplotlib seaborn pandas more-itertools click \
        gensim pytest jupyter jupyterlab notebook \ 
        pylint flake8 autopep8 tensorflow-gpu && \
     /opt/conda/bin/conda clean -ya  
     /opt/conda/bin/pip install funcy optuna wordcloud pyLDAvis
     
ENV PATH /opt/conda/bin:$PATH