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tomvothecoder committed Jul 2, 2024
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18 changes: 8 additions & 10 deletions docs/demos/24-07-11-scipy-2024/scipy-2024.ipynb
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"<h2>\"N-D labeled arrays and datasets in Python\"</h2>\n",
"</div>\n",
"\n",
"- \\*\\*Xarray is the core technology of xCDAT\n",
"**Xarray is the core technology of xCDAT**\n",
"\n",
"**Why Xarray?**\n",
"\n",
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"**Key features include:**\n",
"\n",
"- File I/O, indexing and selecting, interpolating, grouping, aggregating, parallelism (Dask), plotting (matplotlib wrapper)\n",
" Supports various file formats netCDF, Iris, OPeNDAP, Zarr, and more\n",
"- Supports various file formats netCDF, Iris, OPeNDAP, Zarr, and more\n",
"- Interoperability with scientific Python ecosystem such as NumPy, Dask, Pandas, and Matplotlib\n",
"\n",
"<div style=\"text-align: center;\">\n",
" <img src=\"../../_static/dask-logo.svg\" alt=\"NumFocus logo\" align=\\\"center\\\" style=\"display: inline-block; width:200px;\">\n",
" <img src=\"../../_static/matplotlib-logo.svg\" alt=\"NumPy logo\" align=\\\"center\\\" style=\"display: inline-block; width:200px;\">\n",
" <img src=\"../../_static/numpy-logo.svg\" alt=\"NumPy logo\" align=\\\"center\\\" style=\"display: inline-block; width:200px;\">\n",
" <img src=\"../../_static/pandas-logo.svg\" alt=\"Pandas logo\" align=\\\"center\\\" style=\"display: inline-block; width:200px;\">\n",
" <img src=\"../../_static/dask-logo.svg\" alt=\"NumFocus logo\" align=\\\"center\\\" style=\"display: inline-block; width:250px;\">\n",
" <img src=\"../../_static/matplotlib-logo.svg\" alt=\"NumPy logo\" align=\\\"center\\\" style=\"display: inline-block; width:250px;\">\n",
" <img src=\"../../_static/numpy-logo.svg\" alt=\"NumPy logo\" align=\\\"center\\\" style=\"display: inline-block; width:250px;\">\n",
" <img src=\"../../_static/pandas-logo.svg\" alt=\"Pandas logo\" align=\\\"center\\\" style=\"display: inline-block; width:250px;\">\n",
"\n",
"</div>\n",
"\n",
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}
},
"source": [
"##### Code Comparison (Xarray vs. xCDAT)\n"
"#### Code Comparison (Xarray vs. xCDAT)\n"
]
},
{
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}
},
"source": [
"#### Compare the results (for the first timestep)\n",
"\n",
"Now we just plot the results for comparison.\n"
"#### Compare the results (for the first timestep)"
]
},
{
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