ium_487197/Dockerfile

FROM ubuntu:latest

RUN apt update && apt install -y figlet
RUN apt install unzip -y
RUN apt install python3-pip -y

RUN pip3 install kaggle
RUN pip3 install pandas
RUN pip3 install unzip
RUN pip3 install scikit-learn
RUN pip3 install seaborn
RUN pip3 install numpy
RUN pip3 install keras
RUN pip3 install tensorflow
RUN pip3 install argparse
RUN pip3 install matplotlib
RUN pip3 install sacred
RUN pip3 install pymongo
RUN pip3 install dvc
RUN pip3 install mlflow


WORKDIR /app

COPY ./download_dataset.sh ./
COPY ./stats.sh ./
COPY ./data.py ./
COPY ./ium_train.py ./
COPY ./ium_predict.py ./
COPY ./ium_sacred.py ./
COPY ./baltimore_dev.csv ./
COPY ./baltimore_test.csv ./
COPY ./baltimore_train.csv ./
COPY ./BPD_Part_1_Victim_Based_Crime_Data.csv ./