Dockerfile.miniconda

FROM ubuntu:20.04

ARG conda_version=4.9.2
ARG python_version=3.8

LABEL version='0.1.0'
LABEL maintainer="Giang Nguyen <giang.nguyen@savba.sk>"
LABEL description="Data Science stack with conda"

ENV LANG C.UTF-8

RUN apt-get update && apt-get install -y --no-install-recommends \
	git \
	wget \
	vim \
	ca-certificates && \
	rm -rf /var/lib/apt/lists/*

RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
RUN bash Miniconda3-latest-Linux-x86_64.sh -b -p /miniconda
ENV PATH=$PATH:/miniconda/condabin:/miniconda/bin

RUN conda install -y python=${python_version} && \
    pip install --upgrade pip && \
    conda install -c defaults -c conda -c conda-forge \
	cython \
	mkl-service \
	numpy \
	scipy \
	sympy \
	pandas \
	pandasql \
	statsmodels \
	scikit-learn \
	matplotlib \
	seaborn \
	jupyter \
	jupyterlab \
	nltk \
	gensim \
	pydot \
	h5py \
	python-dateutil \
	pydot \
	mpld3 \
	pip && \
    pip install \
	tensorflow 
 	keras
 	pycodestyle

WORKDIR /code

CMD ["jupyter", "notebook", "--port=8888", "--no-browser", "--ip=0.0.0.0", "--allow-root"]