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modeling_server_setups.md

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(GCP) General introduction to run a jupyter notebook in GCP https://tudip.com/blog-post/run-jupyter-notebook-on-google-cloud-platform/

(GENERAL)

Cautions

  • better to choose CentOS (Ubuntu may be a bit troublesome)

linux related

sudo apt install unzip

install anaconda

wget https://repo.continuum.io/archive/Anaconda3-2020.02-Linux-x86_64.sh bash Anaconda3-4.2.0-Linux-x86_64.sh

install must packages

conda install -c conda-forge lightgbm conda install -c conda-forge xgboost conda install -c conda-forge catboost pip install tensorflow==2.1.0 conda install -c anaconda pytables pip install pyarrow conda install -c conda-forge imbalanced-learn conda install -c conda-forge optuna conda install -c conda-forge matplotlib-venn pip install waterfallcharts conda install -c plotly plotly conda install -c conda-forge missingno conda install -c anaconda statsmodels conda install -c anaconda astropy

(Troubleshooting)

package not in path

add the following in .bashrc export PATH=$PATH:/home/kakawagu/.local/bin