プログラミングノウハウのメモ

例えばこんな感じ


FROM continuumio/miniconda3
# conda create
RUN conda create -n chemodel python==3.10
# install conda package

RUN conda install numpy
RUN conda install scipy
RUN conda install -c conda-forge jax
RUN conda install -c conda-forge numpyro
RUN conda install -c conda-forge pystan
RUN conda install -c conda-forge pymc3

RUN conda install -c conda-forge matplotlib
RUN conda install -c anaconda seaborn
RUN conda install -c conda-forge statsmodels
RUN conda install -c conda-forge scikit-learn
RUN conda install -c conda-forge pyyaml
RUN conda install -c conda-forge seaborn
RUN conda install -c conda-forge arviz
RUN conda install -c conda-forge simpy

RUN conda install pandas

RUN conda install -c conda-forge cmdstanpy
RUN conda install -c conda-forge cmdstan==2.26.1

RUN conda install -c conda-forge tensorflow-probability