2022-06-05 10:20:58 +02:00
|
|
|
FROM ubuntu:latest
|
2022-04-03 21:02:38 +02:00
|
|
|
|
2022-06-05 10:29:09 +02:00
|
|
|
WORKDIR /app
|
|
|
|
|
|
2022-06-05 10:20:58 +02:00
|
|
|
RUN apt update && apt install -y python3-pip
|
2022-04-03 21:02:38 +02:00
|
|
|
|
2022-06-05 10:20:58 +02:00
|
|
|
RUN pip3 install kaggle
|
|
|
|
|
RUN pip3 install pandas
|
|
|
|
|
RUN pip3 install sklearn
|
|
|
|
|
RUN pip3 install torch
|
|
|
|
|
RUN pip3 install tqdm
|
|
|
|
|
RUN pip3 install seaborn
|
2022-06-05 10:16:10 +02:00
|
|
|
RUN pip3 install dvc
|
|
|
|
|
RUN pip3 install dvc[ssh] paramiko
|
2022-04-03 21:02:38 +02:00
|
|
|
|
2022-04-03 19:10:49 +02:00
|
|
|
COPY KaggleV2-May-2016.csv ./
|
|
|
|
|
COPY create_data.py ./
|
2022-04-03 22:07:58 +02:00
|
|
|
COPY stats_data.py ./
|
2022-05-04 19:18:48 +02:00
|
|
|
COPY train_model.py ./
|
|
|
|
|
|
2022-05-04 19:45:17 +02:00
|
|
|
# CMD ["python", "train_model.py"]
|
2022-04-03 22:38:17 +02:00
|
|
|
|
2022-04-24 20:51:38 +02:00
|
|
|
# CMD ["python", "create_data.py"]
|
|
|
|
|
# CMD ["python", "stats_data.py"]
|
