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# Copyright (c) Jupyter Development Team. | ||
# Distributed under the terms of the Modified BSD License. | ||
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# HSSM image found at zenkavi/hssm | ||
# docker pull zenkavi/hssm | ||
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ARG BASE_CONTAINER=jupyter/minimal-notebook:python-3.9 | ||
FROM $BASE_CONTAINER | ||
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LABEL maintainer="Zeynep Enkavi <[email protected]>" | ||
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USER root | ||
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# ffmpeg for matplotlib anim & dvipng for latex labels | ||
RUN apt-get update && \ | ||
apt-get upgrade -y && \ | ||
apt-get install -y build-essential && \ | ||
apt-get install -y --no-install-recommends apt-utils && \ | ||
apt-get install -y --no-install-recommends ffmpeg dvipng && \ | ||
apt install -y graphviz &&\ | ||
rm -rf /var/lib/apt/lists/* | ||
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USER $NB_UID | ||
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## TODO: Move these to a requirements.txt and install in a virtual env instead of as root | ||
RUN pip install --upgrade pip && \ | ||
pip install --no-cache-dir "scipy==1.10.1" && \ | ||
pip install --no-cache-dir "pymc>=5.6.0" && \ | ||
pip install --no-cache-dir "arviz>=0.14.0" && \ | ||
pip install --no-cache-dir "numpy>=1.23.4" && \ | ||
pip install --no-cache-dir "onnx>=1.12.0" && \ | ||
pip install --no-cache-dir "jax>=0.4.0" && \ | ||
pip install --no-cache-dir "jaxlib>=0.4.0" && \ | ||
pip install --no-cache-dir "ssm-simulators>=0.3.0" && \ | ||
pip install --no-cache-dir "huggingface-hub>=0.15.1" && \ | ||
pip install --no-cache-dir "onnxruntime>=1.15.0" && \ | ||
pip install --no-cache-dir "bambi>=0.12.0" && \ | ||
pip install --no-cache-dir "pytest>=7.3.1" && \ | ||
pip install --no-cache-dir "black>=23.7.0" && \ | ||
pip install --no-cache-dir "mypy>=1.4.1" && \ | ||
pip install --no-cache-dir "pre-commit>=2.20.0" && \ | ||
pip install --no-cache-dir "jupyterlab>=4.0.2" && \ | ||
pip install --no-cache-dir "ipykernel>=6.16.0" && \ | ||
pip install --no-cache-dir "git+https://github.com/brown-ccv/hddm-wfpt.git" && \ | ||
pip install --no-cache-dir "ipywidgets>=8.0.3" && \ | ||
pip install --no-cache-dir "graphviz>=0.20.1" && \ | ||
pip install --no-cache-dir "ruff>=0.0.272" && \ | ||
pip install --no-cache-dir "numpyro>=0.12.1" && \ | ||
pip install --no-cache-dir "mkdocs>=1.4.3" && \ | ||
pip install --no-cache-dir "mkdocs-material>=9.1.17" && \ | ||
pip install --no-cache-dir "mkdocstrings-python>=1.1.2" && \ | ||
pip install --no-cache-dir "mkdocs-jupyter>=0.24.1" && \ | ||
# pip install --no-cache-dir "hssm>=0.1.2" && \ | ||
pip install git+https://github.com/lnccbrown/HSSM.git && \ | ||
fix-permissions "/home/${NB_USER}" | ||
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# Import matplotlib the first time to build the font cache. | ||
ENV XDG_CACHE_HOME="/home/${NB_USER}/.cache/" | ||
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RUN MPLBACKEND=Agg python -c "import matplotlib.pyplot" &&\ | ||
fix-permissions "/home/${NB_USER}" | ||
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USER $NB_UID | ||
WORKDIR $HOME | ||
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# Create a folder for example | ||
RUN mkdir /home/$NB_USER/tutorial_notebooks && \ | ||
mkdir /home/$NB_USER/tutorial_notebooks/no_execute && \ | ||
fix-permissions /home/$NB_USER | ||
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# Copy example data and scripts to the example folder | ||
COPY /tutorial_notebooks/tutorial_likelihoods.ipynb /home/${NB_USER}/tutorial_notebooks | ||
COPY /tutorial_notebooks/hugging_face_onnx_models.ipynb /home/${NB_USER}/tutorial_notebooks | ||
COPY /tutorial_notebooks/pymc.ipynb /home/${NB_USER}/tutorial_notebooks | ||
COPY /tutorial_notebooks/no_execute/getting_started.ipynb /home/${NB_USER}/tutorial_notebooks/no_execute | ||
COPY /tutorial_notebooks/no_execute/lapse_prob_and_dist.ipynb /home/${NB_USER}/tutorial_notebooks/no_execute | ||
COPY /tutorial_notebooks/no_execute/main_tutorial.ipynb /home/${NB_USER}/tutorial_notebooks/no_execute |