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FROM pytorch/pytorch:2.1.0-cuda12.1-cudnn8-runtime
RUN echo "Building docker image"
RUN apt-get -y update && \
apt-get install -y \
curl \
build-essential \
git \
vim \
tmux
# jupyter-notebook & lab
RUN python3 -m pip install jupyter
RUN python3 -m pip install jupyterlab
# LLMs
RUN python3 -m pip install openai
RUN python3 -m pip install tiktoken
RUN python3 -m pip install langchain
# Web app
RUN python3 -m pip install streamlit
RUN python3 -m pip install streamlit-folium
RUN python3 -m pip install folium
# Google Map API
RUN python3 -m pip install googlemaps
# OR-tools
RUN python3 -m pip install ortools
# other convenient packages
RUN python3 -m pip install torchmetrics
RUN python3 -m pip install scipy
RUN python3 -m pip install pandas
RUN python3 -m pip install matplotlib
RUN python3 -m pip install tqdm |