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initial-scale=1.0\" /\u003e\u003cmeta name=\"generator\" content=\"Docutils 0.18.1: http://docutils.sourceforge.net/\" /\u003e\n\n    \u003ctitle\u003eDS1300: A Practical Introduction to Data Science \u0026#8212; DS 1300\u003c/title\u003e\n  \n  \n  \n  \u003cscript data-cfasync=\"false\"\u003e\n    document.documentElement.dataset.mode = localStorage.getItem(\"mode\") || \"\";\n    document.documentElement.dataset.theme = localStorage.getItem(\"theme\") || \"light\";\n  \u003c/script\u003e\n  \n  \u003c!-- Loaded before other Sphinx assets --\u003e\n  \u003clink href=\"_static/styles/theme.css?digest=e353d410970836974a52\" rel=\"stylesheet\" /\u003e\n\u003clink href=\"_static/styles/bootstrap.css?digest=e353d410970836974a52\" rel=\"stylesheet\" /\u003e\n\u003clink href=\"_static/styles/pydata-sphinx-theme.css?digest=e353d410970836974a52\" rel=\"stylesheet\" /\u003e\n\n  \n  \u003clink href=\"_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=e353d410970836974a52\" 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internal\" href=\"book/01_hpc.html\"\u003eIntroduction to High-Performance Computing\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/02_using_hpc.html\"\u003eUsing M3 for Class\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/03_github_and_initial_setup.html\"\u003eIntroduction to GitHub and Getting Setup\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan class=\"caption-text\"\u003eDay 2\u003c/span\u003e\u003c/p\u003e\n\u003cul class=\"nav bd-sidenav\"\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/04_data_science.html\"\u003eData Science Overview\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/08_project.html\"\u003eSemester Project\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/01_workbook.html\"\u003eIntroduction to Python Programming\u003c/a\u003e\u003c/li\u003e\n\n\n\n\n\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan class=\"caption-text\"\u003eDay 3\u003c/span\u003e\u003c/p\u003e\n\u003cul class=\"nav bd-sidenav\"\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/10_pudding.html\"\u003eThe Pudding: Data Story Telling and Visualization\u003c/a\u003e\u003c/li\u003e\n\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/02_workbook.html\"\u003eWorking with Data\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/01_assignment.html\"\u003eIntroduction to Python Programming\u003c/a\u003e\u003c/li\u003e\n\n\n\n\n\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan 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Data\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan class=\"caption-text\"\u003eDay 6\u003c/span\u003e\u003c/p\u003e\n\u003cul class=\"nav bd-sidenav\"\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/05_workbook.html\"\u003eDask Delayed\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/06_workbook.html\"\u003eDask Arrays\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/07_workbook.html\"\u003eDask DataFrames\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan class=\"caption-text\"\u003eDay 7\u003c/span\u003e\u003c/p\u003e\n\u003cul class=\"nav bd-sidenav\"\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/12_inference.html\"\u003eInference\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/15_workbook.html\"\u003eGeoPandas and Mapping in Python\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/03_assignment.html\"\u003eLinear Regression and Temperature\u003c/a\u003e\u003c/li\u003e\n\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan class=\"caption-text\"\u003eDay 8\u003c/span\u003e\u003c/p\u003e\n\u003cul class=\"nav bd-sidenav\"\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/12_workbook.html\"\u003eData Visualization\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/14_workbook.html\"\u003eIntermediate TextMining with Python\u003c/a\u003e\u003c/li\u003e\n\n\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/04_assignment.html\"\u003eData Visualization\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan class=\"caption-text\"\u003eDay 9\u003c/span\u003e\u003c/p\u003e\n\u003cul class=\"nav bd-sidenav\"\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/13_workbook.html\"\u003eOptimization Introduction\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/14_intro_to_AI.html\"\u003eIntroduction to AI\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/16_workbook.html\"\u003eUnsupervised Learning Example - Folktale Clustering\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/17_workbook.html\"\u003eSupervised Deep Learning Example - Image Classification with the MNIST Dataset\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"code/18_workbook.html\"\u003eReinforcement Learning Example - Tic Tac Toe\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp aria-level=\"2\" class=\"caption\" role=\"heading\"\u003e\u003cspan class=\"caption-text\"\u003eDay 10\u003c/span\u003e\u003c/p\u003e\n\u003cul class=\"nav bd-sidenav\"\u003e\n\u003cli class=\"toctree-l1\"\u003e\u003ca class=\"reference internal\" href=\"book/13_art.html\"\u003eArt\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\n    \u003c/div\u003e\n\u003c/nav\u003e\u003c/div\u003e\n    \u003c/div\u003e\n  \n  \n  \u003cdiv class=\"sidebar-primary-items__end sidebar-primary__section\"\u003e\n  \u003c/div\u003e\n  \n  \u003cdiv id=\"rtd-footer-container\"\u003e\u003c/div\u003e\n\n\n      \u003c/div\u003e\n      \n      \u003cmain id=\"main-content\" class=\"bd-main\"\u003e\n        \n        \n\n\u003cdiv 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\u003cbutton class=\"btn dropdown-toggle\" type=\"button\" data-bs-toggle=\"dropdown\" aria-expanded=\"false\" aria-label=\"Download this page\"\u003e\n    \u003ci class=\"fas fa-download\"\u003e\u003c/i\u003e\n  \u003c/button\u003e\n  \u003cul class=\"dropdown-menu\"\u003e\n      \n      \n      \n      \u003cli\u003e\u003ca href=\"_sources/README.md\" target=\"_blank\"\n   class=\"btn btn-sm btn-download-source-button dropdown-item\"\n   title=\"Download source file\"\n   data-bs-placement=\"left\" data-bs-toggle=\"tooltip\"\n\u003e\n  \n\n\u003cspan class=\"btn__icon-container\"\u003e\n  \u003ci class=\"fas fa-file\"\u003e\u003c/i\u003e\n  \u003c/span\u003e\n\u003cspan class=\"btn__text-container\"\u003e.md\u003c/span\u003e\n\u003c/a\u003e\n\u003c/li\u003e\n      \n      \n      \n      \n      \u003cli\u003e\n\u003cbutton onclick=\"window.print()\"\n  class=\"btn btn-sm btn-download-pdf-button dropdown-item\"\n  title=\"Print to PDF\"\n  data-bs-placement=\"left\" data-bs-toggle=\"tooltip\"\n\u003e\n  \n\n\u003cspan class=\"btn__icon-container\"\u003e\n  \u003ci class=\"fas fa-file-pdf\"\u003e\u003c/i\u003e\n  \u003c/span\u003e\n\u003cspan class=\"btn__text-container\"\u003e.pdf\u003c/span\u003e\n\u003c/button\u003e\n\u003c/li\u003e\n      \n  \u003c/ul\u003e\n\u003c/div\u003e\n\n\n\n\n\u003cbutton onclick=\"toggleFullScreen()\"\n  class=\"btn btn-sm btn-fullscreen-button\"\n  title=\"Fullscreen mode\"\n  data-bs-placement=\"bottom\" data-bs-toggle=\"tooltip\"\n\u003e\n  \n\n\u003cspan class=\"btn__icon-container\"\u003e\n  \u003ci class=\"fas fa-expand\"\u003e\u003c/i\u003e\n  \u003c/span\u003e\n\n\u003c/button\u003e\n\n\n\u003cscript\u003e\ndocument.write(`\n  \u003cbutton class=\"theme-switch-button btn btn-sm btn-outline-primary navbar-btn rounded-circle\" title=\"light/dark\" aria-label=\"light/dark\" data-bs-placement=\"bottom\" data-bs-toggle=\"tooltip\"\u003e\n    \u003cspan class=\"theme-switch\" data-mode=\"light\"\u003e\u003ci class=\"fa-solid fa-sun\"\u003e\u003c/i\u003e\u003c/span\u003e\n    \u003cspan class=\"theme-switch\" data-mode=\"dark\"\u003e\u003ci class=\"fa-solid fa-moon\"\u003e\u003c/i\u003e\u003c/span\u003e\n    \u003cspan class=\"theme-switch\" data-mode=\"auto\"\u003e\u003ci class=\"fa-solid fa-circle-half-stroke\"\u003e\u003c/i\u003e\u003c/span\u003e\n  \u003c/button\u003e\n`);\n\u003c/script\u003e\n\n\u003cscript\u003e\ndocument.write(`\n  \u003cbutton class=\"btn btn-sm navbar-btn search-button search-button__button\" title=\"Search\" aria-label=\"Search\" data-bs-placement=\"bottom\" data-bs-toggle=\"tooltip\"\u003e\n    \u003ci class=\"fa-solid fa-magnifying-glass\"\u003e\u003c/i\u003e\n  \u003c/button\u003e\n`);\n\u003c/script\u003e\n\u003clabel class=\"sidebar-toggle secondary-toggle btn btn-sm\" for=\"__secondary\"title=\"Toggle secondary sidebar\" data-bs-placement=\"bottom\" data-bs-toggle=\"tooltip\"\u003e\n    \u003cspan class=\"fa-solid fa-list\"\u003e\u003c/span\u003e\n\u003c/label\u003e\n\u003c/div\u003e\u003c/div\u003e\n      \n    \u003c/div\u003e\n  \n\u003c/div\u003e\n\u003c/div\u003e\n              \n              \n\n\u003cdiv id=\"jb-print-docs-body\" class=\"onlyprint\"\u003e\n    \u003ch1\u003eDS1300: A Practical Introduction to Data Science\u003c/h1\u003e\n    \u003c!-- Table of contents --\u003e\n    \u003cdiv id=\"print-main-content\"\u003e\n        \u003cdiv id=\"jb-print-toc\"\u003e\n            \n            \u003cdiv\u003e\n                \u003ch2\u003e Contents \u003c/h2\u003e\n            \u003c/div\u003e\n            \u003cnav aria-label=\"Page\"\u003e\n                \u003cul class=\"visible nav section-nav flex-column\"\u003e\n\u003cli class=\"toc-h1 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#\"\u003eDS1300: A Practical Introduction to Data Science\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toc-h1 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#using-anaconda\"\u003eUsing Anaconda\u003c/a\u003e\u003cul class=\"visible nav section-nav flex-column\"\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#installing-and-loading-anaconda\"\u003eInstalling and Loading Anaconda\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#installing-the-ds-1300-environment\"\u003eInstalling the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#using-the-ds-1300-environment\"\u003eUsing the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#remove-environment\"\u003eRemove Environment\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli class=\"toc-h1 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#using-python-environments\"\u003eUsing Python Environments\u003c/a\u003e\u003cul class=\"visible nav section-nav flex-column\"\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#loading-a-python-environment\"\u003eLoading a Python Environment\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#id1\"\u003eInstalling the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#id2\"\u003eUsing the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003c/a\u003e\u003c/li\u003e\n\u003cli class=\"toc-h2 nav-item toc-entry\"\u003e\u003ca class=\"reference internal nav-link\" href=\"#id3\"\u003eRemove Environment\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\n            \u003c/nav\u003e\n        \u003c/div\u003e\n    \u003c/div\u003e\n\u003c/div\u003e\n\n              \n                \n\u003cdiv id=\"searchbox\"\u003e\u003c/div\u003e\n                \u003carticle class=\"bd-article\" role=\"main\"\u003e\n                  \n  \u003csection class=\"tex2jax_ignore mathjax_ignore\" id=\"ds1300-a-practical-introduction-to-data-science\"\u003e\n\u003ch1\u003eDS1300: A Practical Introduction to Data Science\u003ca class=\"headerlink\" href=\"#ds1300-a-practical-introduction-to-data-science\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h1\u003e\n\u003cp\u003eWe live in a world driven by computers, algorithms, and data. This\ncourse seeks to equip students with the basic knowledge and skills to\nnot only understand but to use the tools needed to model and make\ndecisions about the world around them. Students will be introduced to\nbasic programming in Python, high-performance computing using ManeFrame\nII, and data science.\u003c/p\u003e\n\u003c/section\u003e\n\u003csection class=\"tex2jax_ignore mathjax_ignore\" id=\"using-anaconda\"\u003e\n\u003ch1\u003eUsing Anaconda\u003ca class=\"headerlink\" href=\"#using-anaconda\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h1\u003e\n\u003csection id=\"installing-and-loading-anaconda\"\u003e\n\u003ch2\u003eInstalling and Loading Anaconda\u003ca class=\"headerlink\" href=\"#installing-and-loading-anaconda\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003cp\u003eThis step can be skipped when using SMU HPC clusters as Anaconda is already\ninstalled and available via \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003emodule\u003c/span\u003e \u003cspan class=\"pre\"\u003eload\u003c/span\u003e \u003cspan class=\"pre\"\u003econda\u003c/span\u003e\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eDirections for installing Anaconda on your own machine can be found\n\u003ca class=\"reference external\" href=\"https://docs.conda.io/projects/conda/en/latest/user-guide/install/index.html\"\u003ehere\u003c/a\u003e.\nEither the full Anaconda or the miniconda distributions will work. The\ndifferences between the two are noted on the installation page. More\ninformation on getting started can be found\n\u003ca class=\"reference external\" href=\"https://docs.conda.io/projects/conda/en/latest/user-guide/getting-started.html#starting-conda\"\u003ehere\u003c/a\u003e.\u003c/p\u003e\n\u003c/section\u003e\n\u003csection id=\"installing-the-ds-1300-environment\"\u003e\n\u003ch2\u003eInstalling the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003ca class=\"headerlink\" href=\"#installing-the-ds-1300-environment\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003col class=\"arabic simple\"\u003e\n\u003cli\u003e\u003cp\u003e\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003emamba\u003c/span\u003e \u003cspan class=\"pre\"\u003eenv\u003c/span\u003e \u003cspan class=\"pre\"\u003ecreate\u003c/span\u003e \u003cspan class=\"pre\"\u003e-f\u003c/span\u003e \u003cspan class=\"pre\"\u003eenvironment.yml\u003c/span\u003e \u003cspan class=\"pre\"\u003e--force\u003c/span\u003e\u003c/code\u003e\u003c/p\u003e\u003c/li\u003e\n\u003c/ol\u003e\n\u003c/section\u003e\n\u003csection id=\"using-the-ds-1300-environment\"\u003e\n\u003ch2\u003eUsing the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003ca class=\"headerlink\" href=\"#using-the-ds-1300-environment\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003col class=\"arabic simple\"\u003e\n\u003cli\u003e\u003cp\u003e\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003emamba\u003c/span\u003e \u003cspan class=\"pre\"\u003eactivate\u003c/span\u003e \u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e to start (\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003esource\u003c/span\u003e \u003cspan class=\"pre\"\u003eactivate\u003c/span\u003e \u003cspan class=\"pre\"\u003e~/.conda/envs/ds_1300\u003c/span\u003e\u003c/code\u003e\non M2)\u003c/p\u003e\u003c/li\u003e\n\u003cli\u003e\u003cp\u003e\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003emamba\u003c/span\u003e \u003cspan class=\"pre\"\u003edeactivate\u003c/span\u003e\u003c/code\u003e when finished\u003c/p\u003e\u003c/li\u003e\n\u003c/ol\u003e\n\u003c/section\u003e\n\u003csection id=\"remove-environment\"\u003e\n\u003ch2\u003eRemove Environment\u003ca class=\"headerlink\" href=\"#remove-environment\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003col class=\"arabic simple\"\u003e\n\u003cli\u003e\u003cp\u003e\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003emamba\u003c/span\u003e \u003cspan class=\"pre\"\u003eremove\u003c/span\u003e \u003cspan class=\"pre\"\u003e--name\u003c/span\u003e \u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e \u003cspan class=\"pre\"\u003e--all\u003c/span\u003e\u003c/code\u003e\u003c/p\u003e\u003c/li\u003e\n\u003c/ol\u003e\n\u003c/section\u003e\n\u003c/section\u003e\n\u003csection class=\"tex2jax_ignore mathjax_ignore\" id=\"using-python-environments\"\u003e\n\u003ch1\u003eUsing Python Environments\u003ca class=\"headerlink\" href=\"#using-python-environments\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h1\u003e\n\u003csection id=\"loading-a-python-environment\"\u003e\n\u003ch2\u003eLoading a Python Environment\u003ca class=\"headerlink\" href=\"#loading-a-python-environment\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003cp\u003eThere are many Python 3 installations on SMU HPC clusters. An example from M3\nis given:\u003c/p\u003e\n\u003cdiv class=\"highlight-default notranslate\"\u003e\u003cdiv class=\"highlight\"\u003e\u003cpre\u003e\u003cspan\u003e\u003c/span\u003e\u003cspan class=\"n\"\u003emodule\u003c/span\u003e \u003cspan class=\"n\"\u003epurge\u003c/span\u003e\n\u003cspan class=\"n\"\u003emodule\u003c/span\u003e \u003cspan class=\"n\"\u003eload\u003c/span\u003e \u003cspan class=\"n\"\u003egcc\u003c/span\u003e \u003cspan class=\"n\"\u003epython\u003c/span\u003e\n\u003c/pre\u003e\u003c/div\u003e\n\u003c/div\u003e\n\u003c/section\u003e\n\u003csection id=\"id1\"\u003e\n\u003ch2\u003eInstalling the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003ca class=\"headerlink\" href=\"#id1\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003cdiv class=\"highlight-default notranslate\"\u003e\u003cdiv class=\"highlight\"\u003e\u003cpre\u003e\u003cspan\u003e\u003c/span\u003e\u003cspan class=\"n\"\u003epython3\u003c/span\u003e \u003cspan class=\"o\"\u003e-\u003c/span\u003e\u003cspan class=\"n\"\u003em\u003c/span\u003e \u003cspan class=\"n\"\u003evenv\u003c/span\u003e \u003cspan class=\"o\"\u003e~/.\u003c/span\u003e\u003cspan class=\"n\"\u003evenv\u003c/span\u003e\u003cspan class=\"o\"\u003e/\u003c/span\u003e\u003cspan class=\"n\"\u003eds_1300\u003c/span\u003e\n\u003cspan class=\"n\"\u003esource\u003c/span\u003e \u003cspan class=\"o\"\u003e~/.\u003c/span\u003e\u003cspan class=\"n\"\u003evenv\u003c/span\u003e\u003cspan class=\"o\"\u003e/\u003c/span\u003e\u003cspan class=\"n\"\u003eds_1300\u003c/span\u003e\u003cspan class=\"o\"\u003e/\u003c/span\u003e\u003cspan class=\"nb\"\u003ebin\u003c/span\u003e\u003cspan class=\"o\"\u003e/\u003c/span\u003e\u003cspan class=\"n\"\u003eactivate\u003c/span\u003e\n\u003cspan class=\"n\"\u003epip\u003c/span\u003e \u003cspan class=\"n\"\u003einstall\u003c/span\u003e \u003cspan class=\"o\"\u003e--\u003c/span\u003e\u003cspan class=\"n\"\u003eupgrade\u003c/span\u003e \u003cspan class=\"n\"\u003epip\u003c/span\u003e \u003cspan class=\"n\"\u003ewheel\u003c/span\u003e\n\u003cspan class=\"n\"\u003epip\u003c/span\u003e \u003cspan class=\"n\"\u003einstall\u003c/span\u003e \u003cspan class=\"o\"\u003e-\u003c/span\u003e\u003cspan class=\"n\"\u003er\u003c/span\u003e \u003cspan class=\"n\"\u003erequirements\u003c/span\u003e\u003cspan class=\"o\"\u003e.\u003c/span\u003e\u003cspan class=\"n\"\u003etxt\u003c/span\u003e\n\u003c/pre\u003e\u003c/div\u003e\n\u003c/div\u003e\n\u003c/section\u003e\n\u003csection id=\"id2\"\u003e\n\u003ch2\u003eUsing the \u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003eds_1300\u003c/span\u003e\u003c/code\u003e Environment\u003ca class=\"headerlink\" href=\"#id2\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003col class=\"arabic simple\"\u003e\n\u003cli\u003e\u003cp\u003e\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003esource\u003c/span\u003e \u003cspan class=\"pre\"\u003e~/.venv/ds_1300/bin/activate\u003c/span\u003e\u003c/code\u003e to start\u003c/p\u003e\u003c/li\u003e\n\u003cli\u003e\u003cp\u003e\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003edeactivate\u003c/span\u003e\u003c/code\u003e when finished\u003c/p\u003e\u003c/li\u003e\n\u003c/ol\u003e\n\u003c/section\u003e\n\u003csection id=\"id3\"\u003e\n\u003ch2\u003eRemove Environment\u003ca class=\"headerlink\" href=\"#id3\" title=\"Permalink to this heading\"\u003e#\u003c/a\u003e\u003c/h2\u003e\n\u003col class=\"arabic simple\"\u003e\n\u003cli\u003e\u003cp\u003e\u003ccode class=\"docutils literal notranslate\"\u003e\u003cspan class=\"pre\"\u003erm\u003c/span\u003e \u003cspan class=\"pre\"\u003e-rf\u003c/span\u003e \u003cspan class=\"pre\"\u003e~/.venv/ds_1300\u003c/span\u003e\u003c/code\u003e\u003c/p\u003e\u003c/li\u003e\n\u003c/ol\u003e\n\u003c/section\u003e\n\u003c/section\u003e\n\n    \u003cscript type=\"text/x-thebe-config\"\u003e\n    {\n        requestKernel: true,\n        binderOptions: {\n            repo: \"binder-examples/jupyter-stacks-datascience\",\n            ref: \"master\",\n        },\n        codeMirrorConfig: {\n            theme: \"abcdef\",\n            mode: \"python\"\n        },\n        kernelOptions: {\n            name: \"python3\",\n            path: \"./.\"\n        },\n        predefinedOutput: true\n    }\n    \u003c/script\u003e\n    \u003cscript\u003ekernelName = 'python3'\u003c/script\u003e\n\n                \u003c/article\u003e\n              \n\n              \n              \n                \u003cfooter class=\"bd-footer-article\"\u003e\n                  \n\u003cdiv class=\"footer-article-items footer-article__inner\"\u003e\n  \n    \u003cdiv 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