Data Science env

Dockerfile

FROM continuumio/miniconda3

RUN conda install -c conda-forge -y pandas scipy
RUN conda install -c conda-forge -y matplotlib seaborn
RUN conda install -c conda-forge -y bowtie-py tqdm
RUN conda install -c conda-forge -y scikit-learn jupyterlab
RUN conda install -c conda-forge -y ipywidgets plotly dash
RUN jupyter labextension install @jupyterlab/plotly-extension
RUN jupyter labextension install @jupyter-widgets/jupyterlab-manager
RUN conda install -c conda-forge -y dask-ml dask-distance
RUN conda install -c conda-forge -y textblob  # nltk wrapper
RUN conda install -c conda-forge -y numpy

# install additional packages from this line downwards
# docker build -t bgcg/conda-ds .
WORKDIR /home/notebooks