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# Docker image for Energy efficiency analysis project | ||
# Date: Dec 10, 2022 | ||
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FROM continuumio/miniconda3 | ||
# Base | ||
FROM continuumio/miniconda3:4.12.0 | ||
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RUN conda install python=3.10.8 -y | ||
# Install Python | ||
RUN conda install -y python=3.10 | ||
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RUN conda install pandas=1.4.4 -y | ||
RUN conda install scikit-learn=1.1.3 -y | ||
RUN conda install matplotlib=3.6.2 -y | ||
RUN conda install -c conda-forge altair vega_datasets | ||
RUN conda install requests=2.28.1 | ||
RUN conda install python-graphviz | ||
RUN conda install pandoc | ||
# Add conda-forge channel | ||
RUN conda config --append channels conda-forge | ||
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RUN pip install xgboost==1.7.1 | ||
# Conda Installs | ||
RUN conda install -y ipykernel | ||
RUN conda install -y matplotlib>=3.2.2 | ||
RUN conda install -y scikit-learn>=1.1.3 | ||
RUN conda install -y requests>=2.24.0 | ||
RUN conda install -y graphviz | ||
RUN conda install -y python-graphviz | ||
RUN conda install -y eli5 | ||
RUN conda install -y shap | ||
RUN conda install -y jinja2 | ||
RUN conda install -y altair | ||
RUN conda install -y altair_saver | ||
RUN conda install -y selenium==4.3.0 | ||
RUN conda install -y pandas | ||
RUN conda install -y imbalanced-learn | ||
RUN conda install -y numpy | ||
RUN conda install -y pandoc | ||
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# install Pip | ||
RUN apt-get update && apt-get install -y pip | ||
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# pip | ||
RUN pip install joblib==1.1.0 | ||
RUN pip install mglearn | ||
RUN pip install psutil>=5.7.2 | ||
RUN pip install docopt | ||
RUN pip install requests | ||
RUN pip install vl-convert-python | ||
RUN pip install dataframe-image | ||
RUN pip install openpyxl==3.0.10 | ||
RUN pip install xgboost | ||
RUN pip install ipython | ||
RUN pip install altair-saver | ||
RUN python -m pip install vl-convert-python | ||
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RUN apt-get update && apt-get install make | ||
RUN pip install openpyxl | ||
RUN pip install portpicker | ||
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# install R | ||
RUN apt-get install r-base r-base-dev -y | ||
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# install non R tidyverse dependencies | ||
# install non R tidyverse dependencies?? | ||
RUN apt-get update && apt-get install -y libcurl4-openssl-dev libssl-dev libxml2-dev | ||
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# install R packages | ||
# R packages | ||
RUN R -q -e 'install.packages("tidyverse")' | ||
RUN R -q -e 'install.packages("rmarkdown")' | ||
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# install Make | ||
RUN apt update && apt install -y make | ||
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# # Docker image for Energy efficiency analysis project | ||
# # Date: Dec 10, 2022 | ||
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# FROM continuumio/miniconda3 | ||
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# RUN conda install python=3.10.8 -y | ||
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# RUN conda install pandas=1.4.4 -y | ||
# RUN conda install scikit-learn=1.1.3 -y | ||
# RUN conda install matplotlib=3.6.2 -y | ||
# RUN conda install -c conda-forge altair vega_datasets | ||
# RUN conda install requests=2.28.1 | ||
# RUN conda install python-graphviz | ||
# RUN conda install pandoc | ||
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# RUN pip install xgboost==1.7.1 | ||
# RUN pip install docopt | ||
# RUN pip install dataframe-image | ||
# RUN pip install openpyxl==3.0.10 | ||
# RUN pip install ipython | ||
# RUN pip install altair-saver | ||
# RUN python -m pip install vl-convert-python | ||
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# RUN apt-get update && apt-get install make | ||
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# # install R | ||
# RUN apt-get install r-base r-base-dev -y | ||
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# # install non R tidyverse dependencies | ||
# RUN apt-get update && apt-get install -y libcurl4-openssl-dev libssl-dev libxml2-dev | ||
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# # install R packages | ||
# RUN R -q -e 'install.packages("tidyverse")' | ||
# RUN R -q -e 'install.packages("rmarkdown")' | ||
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