docker-compose.yml

version: '3'
services:
    notebook:
        build:
            dockerfile: Dockerfile
        expose:
            - "8888"
        ports:
            - "8888:8888"
        working_dir: /notebooks
        command: ["jupyter", "lab", "--allow-root", "--no-browser", "--ip=0.0.0.0", "--NotebookApp.token=''"]
        volumes:
            - .:/app
            - aesara:/root/.aesara
            - pytensor:/root/.pytensor
            - /home/petrushev/Dropbox/notebooks:/notebooks
            # - /home/petrushev/projects/bayesian-modeling:/notebooks
           # - /home/petrushev/projects/statistical-rethinking:/notebooks

    notebook3:
        build:
            dockerfile: pymc3.Dockerfile
        expose:
            - "8889"
        ports:
            - "8889:8888"
        working_dir: /notebooks
        command: ["jupyter", "lab", "--allow-root", "--no-browser", "--ip=0.0.0.0", "--NotebookApp.token=''"]
        volumes:
            - .:/app
            - theano:/root/.theano
            - /home/petrushev/Dropbox/notebooks:/notebooks
            # - /home/petrushev/projects/bayesian-modeling:/notebooks
           # - /home/petrushev/projects/statistical-rethinking:/notebooks

volumes:
    theano:
    aesara:
    pytensor:

Dockerfile

FROM python:3.11-bullseye

RUN apt-get update
RUN apt-get install -y locales locales-all
RUN echo 'en_US.UTF-8 UTF-8' >> /etc/locale-gen
RUN echo 'mk_MK.UTF-8 UTF-8' >> /etc/locale-gen
RUN locale-gen

RUN apt-get install -y \
    proj-bin \
    gdal-bin \
    libblas-dev \
    liblapack-dev \
    gfortran \
    libgeos-dev \
    libgdal-dev \
    graphviz

RUN pip install --upgrade pip

RUN pip install \
    jupyter \
    jupyterlab \
    numpy \
    matplotlib \
    pandas \
    scipy \
    "arviz<0.13" \
    "jax<0.4" \
    "jaxlib<0.4" \
    statsmodels \
    scikit-learn \
    descartes \
    geopandas \
    fiona \
    shapely \
    graphviz \
    pyarrow \
    pyreadr \
    openpyxl \
    "pymc<4.2" \
    numpyro \
    sympy \
    yfinance

COPY . /app
WORKDIR /app

pymc3.Dockerfile

FROM python:3.9-bullseye

RUN apt-get update
RUN apt-get install -y locales locales-all
RUN echo 'en_US.UTF-8 UTF-8' >> /etc/locale-gen
RUN echo 'mk_MK.UTF-8 UTF-8' >> /etc/locale-gen
RUN locale-gen

RUN apt-get install -y \
    proj-bin \
    gdal-bin \
    libblas-dev \
    liblapack-dev \
    gfortran \
    libgeos-dev \
    libgdal-dev \
    graphviz

RUN pip install --upgrade pip

RUN pip install \
    jupyter \
    jupyterlab \
    numpy \
    "matplotlib==3.5.1" \
    pandas \
    scipy \
    pymc3 \
    arviz \
    statsmodels \
    scikit-learn \
    descartes \
    geopandas \
    fiona \
    shapely \
    graphviz \
    pyarrow \
    pyreadr \
    openpyxl \
    numpyro \
    sympy

COPY . /app
WORKDIR /app