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Merge branch 'main' into dokken/restructure-and-improve
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_toc.yml

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sections:
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- file: notebooks/intro-mpi/send-recv
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- file: notebooks/intro-mpi/scatter-gather
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- file: notebooks/send-vs-send

environment.yml

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channels:
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- conda-forge
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dependencies:
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- altair
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- mpich
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- ipyparallel
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- ipywidgets
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- jupyter-book
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- mpi4py
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- numpy
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- pandas
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- autopep8
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- numpy

notebooks/intro-mpi/scatter-gather.ipynb

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"metadata": {},
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"source": [
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"# Gather vs gather\n",
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"In the Send vs send tutorial **add link once https://github.com/scientificcomputing/mpi-tutorial/pull/16 is merged**, we discussed the usage of `send` vs `Send`.\n",
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"In the [Send vs send tutorial](../send-vs-send.ipynb), we discussed the usage of `send` vs `Send`.\n",
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"We observed that using `Send`, with pre-allocated arrays is alot faster than using `send`. \n",
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"Of course, pre-allocating an array is also an operation that is costly, and depending on how many times you call the operation."
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