tensorflow_2.2

# Each instruction in this file generates a new layer that gets pushed to your local image cache
 
 

# The line below states we will base our new image on the Latest Official Ubuntu 
# Remove py3 for python 2 image
FROM tensorflow/tensorflow:2.2.0-gpu


# Identify the maintainer of an image
LABEL maintainer="abhishek.abhishek@iitg.ac.in"
LABEL version="0.1"
LABEL description="Tensorflow + 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

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 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