Dockerfile

# build image for glove300 embeddings
# to build a particular target, speficy:
# DOCKER_BUILDKIT=1 docker build -t <imagename> --target <target> .



FROM continuumio/miniconda3 AS ml

COPY scripts /home/tutorial

RUN pip install numpy
RUN pip install sklearn
RUN pip install pandas
RUN pip install nltk
RUN pip install gensim
RUN pip install click

RUN [ "python", "-c", "import nltk; nltk.download('punkt')" ]

WORKDIR /home/tutorial

# build image for cnn  
FROM continuumio/miniconda3 AS cnn

COPY scripts /home/tutorial

RUN pip install numpy
RUN pip install sklearn
RUN pip install pandas
RUN pip install nltk
RUN pip install gensim
RUN pip install click
RUN pip install tensorflow==1.14.0
RUN pip install keras==2.2.4

RUN [ "python", "-c", "import nltk; nltk.download('punkt')" ]

WORKDIR /home/tutorial

# build image for vote  
FROM continuumio/miniconda3 AS vote

COPY scripts /home/tutorial

RUN pip install sklearn
RUN pip install pandas

WORKDIR /home/tutorial