FROM ubuntu:20.04

RUN apt-get update && apt-get install -y python3-pip && pip3 install setuptools && pip3 install numpy && pip3 install pandas && pip3 install wget && pip3 install scikit-learn && pip3 install matplotlib && rm -rf /var/lib/apt/lists/*
RUN pip3 install torch torchvision torchaudio
RUN pip3 install sacred && pip3 install GitPython && pip3 install pymongo
RUN pip3 install dvc
RUN pip3 install 'dvc[ssh]' paramiko
WORKDIR /app

COPY ./create.py ./
COPY ./stats.py ./
COPY ./stroke-pytorch.py ./
COPY ./stroke-pytorch-eval.py ./
COPY ./train-dvc.py ./