Dockerfile

#FROM ubuntu:18.04
FROM nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04
MAINTAINER Vishnu <vshgemini@gmail.com>

# Supress warnings about missing front-end. As recommended at:
# http://stackoverflow.com/questions/22466255/is-it-possibe-to-answer-dialog-questions-when-installing-under-docker
ARG DEBIAN_FRONTEND=noninteractive

# Essentials: developer tools, build tools, OpenBLAS
RUN apt-get update && apt-get install -y --no-install-recommends \
    apt-utils git curl vim unzip openssh-client wget \
	software-properties-common \
    build-essential cmake \
    libopenblas-dev

RUN add-apt-repository -y ppa:jonathonf/python-3.6 \
	&& apt-get install -y --no-install-recommends python3.6 python3.6-dev python3-pip python3-tk && \
    pip3 install --no-cache-dir --upgrade pip setuptools

# Pillow and it's dependencies
RUN apt-get install -y --no-install-recommends libjpeg-dev zlib1g-dev && \
    pip3 --no-cache-dir install Pillow

# custom pip packages
RUN pip3 --no-cache-dir install numpy pandas scipy sklearn scikit-image matplotlib Cython requests msgpack-python
RUN pip3 install spacy
RUN pip3 install allennlp
RUN pip3 install torch torchvision

RUN python3 -m spacy download en

RUN mkdir -p QuAC_data
RUN wget http://s3.amazonaws.com/my89public/quac/train.json -O QuAC_data/train.json

RUN mkdir -p glove
RUN wget http://nlp.stanford.edu/data/glove.840B.300d.zip -O glove/glove.840B.300d.zip
RUN unzip glove/glove.840B.300d.zip -d glove