/model_selection_on_HPC_intro

Toy problem that explains our current type of problems and our evolving methodology to train machine learning models on HPC

Primary LanguageJupyter Notebook

Model Selection on HPC Intro

background

never used jupyter notebooks or python? - start here https://github.com/matplotlib/AnatomyOfMatplotlib

setup

Install anaconda python for your platform (if you haven't already) https://www.anaconda.com/download/

from anaconda prompt (shell with all the paths set up)

conda create --name modelHPC python=3.6 matplotlib jupyter matplotlib

activate modelHPC

pip install git+https://github.com/AIworx-Labs/chocolate@master

pip install xgboost

conda install sympy

pip install joblib

cd ..to desired parent directory for project

git clone https://github.com/strelzoff-erdc/model_selection_on_HPC_intro.git

cd model_selection_on_HPC_intro

jupyter notebook