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<!doctype html><html lang=en class=no-js> <head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1"><meta name=description content="Documentation of the CMS Machine Learning Group"><meta name=author content="CMS Machine Learning Group"><link rel=icon href=/documentation/images/favicon.png><meta name=generator content="mkdocs-1.6.0, mkdocs-material-9.5.23"><title>CMS Machine Learning Documentation</title><link rel=stylesheet href=/documentation/assets/stylesheets/main.6543a935.min.css><link rel=stylesheet href=/documentation/assets/stylesheets/palette.06af60db.min.css><link rel=preconnect href=https://fonts.gstatic.com crossorigin><link rel=stylesheet href="https://fonts.googleapis.com/css?family=Roboto:300,300i,400,400i,700,700i%7CRoboto+Mono:400,400i,700,700i&display=fallback"><style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style><link rel=stylesheet href=/documentation/termynal.css><script>__md_scope=new 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Guides </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_1> <label class=md-nav__link for=__nav_5_1 id=__nav_5_1_label tabindex=0> <span class=md-ellipsis> Software environments </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_1_label aria-expanded=false> <label class=md-nav__title for=__nav_5_1> <span class="md-nav__icon md-icon"></span> Software environments </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=/documentation/software_envs/lcg_environments.html class=md-nav__link> <span class=md-ellipsis> LCG environments </span> </a> </li> <li class=md-nav__item> <a href=/documentation/software_envs/containers.html class=md-nav__link> <span class=md-ellipsis> Using containers </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input 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