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\n\n**Start by opening the file 0_presentation.pdf to setup jupyter server.**\nThe rest of tutorials are in the notebook files.\n\n### First day – Jupyter notebook on ULHPC / profiling efficient usage of Numpy\n\n#### Program\n- Setting up a Jupyter notebook on an HPC node - 10am to 11am\n- Taking time and profiling python code - 11am to 12pm\n- Lunch break - 12pm to 2pm\n- Numpy basics for replacing python loops for efficient computations - 2pm to 4pm\n\n### Requirements\n- \u003cstrong\u003e\u003cfont style=\"color: blue;\"\u003eHaving an HPC account to access the cluster.\u003c/font\u003e For those of you who do not have a ULHPC account, please request one here before the session: https://hpc-docs.uni.lu/accounts/#how-to-get-an-new-user-account\u003c/strong\u003e \n- Basic knowledge on SLURM (beginners HPC school).\n- A basic understanding of Python programming.\n- Familiarity with Jupyter Notebook.\n- A basic understanding of Numpy and linear algebra.\n\n### Second day – Improving performance with python parallel packages\n\n#### Program\n- Use case understanding and Python implementation - 10am to 10:30am\n- Numpy implementation - 10:30am to 11am\n- Python’s Multiprocessing - 11am to 12pm\n- Lunch break - 12pm to 2pm\n- PyMP - 2pm to 2:30pm\n- Cython - 2:30pm to 3pm\n- Numba and final remarks- 3pm to 4pm\n\n### Requirements\n- \u003cstrong\u003e\u003cfont style=\"color: blue;\"\u003eHaving an HPC account to access the cluster.\u003c/font\u003e For those of you who do not have a ULHPC account, please request one here before the session: https://hpc-docs.uni.lu/accounts/#how-to-get-an-new-user-account\u003c/strong\u003e \n- Basic knowledge on SLURM (beginners HPC school).\n- A basic understanding of Python programming.\n- Familiarity with Jupyter Notebook (installed and configured: if not you can follow the instructions in file **0_presentation.pdf**).\n- A basic understanding of Numpy and linear algebra.\n- Familiarity with parallel programming. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fulhpc%2Fpython-school","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fulhpc%2Fpython-school","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fulhpc%2Fpython-school/lists"}