Dockerfile

# Each instruction in this file generates a new layer that gets pushed to your local image cache
 
# Lines preceeded by # are regarded as comments and ignored

FROM tensorflow/tensorflow:custom-op-ubuntu16

# Identify the maintainer of an image
LABEL maintainer="akulagrawal@iitg.ac.in"
LABEL version="0.1"
LABEL description="Tensorflow + swipl + some other libraries"
#
# Update the image to the latest packages
#RUN apt-get update && apt-get upgrade -y
RUN apt-get update

#
RUN apt-get install -y wget vim htop fish datamash graphviz libgraphviz-dev swi-prolog

RUN pip3 --no-cache-dir install ipython pandas

RUN pip3 --no-cache-dir install docopt joblib natsort scipy

RUN pip3 --no-cache-dir install tqdm keras matplotlib librosa scikit-learn

RUN pip3 --no-cache-dir install dill bleach namedtupled

RUN pip3 --no-cache-dir install PyEMD

RUN pip3 --no-cache-dir install pytorch-pretrained-bert==0.6.1 torch==1.0.1.post2 seqeval==0.0.5 nltk

RUN pip3 --no-cache-dir install networkx pathlib pygraphviz

RUN apt-get install -y git

# 
RUN apt-get install -y python3-venv

# Install locales
RUN apt-get install -y locales locales-all
ENV LC_ALL en_US.UTF-8
ENV LANG en_US.UTF-8
ENV LANGUAGE en_US.UTF-8