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Quarto output
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MartinSchobben committed Aug 15, 2024
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18 changes: 2 additions & 16 deletions notebooks/01_classification.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"---\n",
"title: Classification\n",
"subtitle: Finding forests with satelite imagery\n",
"jupyter: \n",
" kernelspec:\n",
" name: \"01_classification\"\n",
" language: \"python\"\n",
" display_name: \"01_classification\"\n",
"format: \n",
" html:\n",
" code-fold: show\n",
"eval: true\n",
"---\n",
"\n",
"## Data Acquisition\n",
"In this chapter, we will employ machine learning techniques to classify a scene using satellite imagery. Specifically, we will utilize ``scikit-learn`` to implement two distinct classifiers and subsequently compare their results. To begin, we need to import the following modules."
"# Classification\n",
"Finding forests with satelite imagery\n"
]
},
{
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13 changes: 2 additions & 11 deletions notebooks/02_floodmapping.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"---\n",
"title: Reverend Bayes updates our Belief in Flood Detection\n",
"subtitle: How an 275 year old idea helps map the extent of floods\n",
"jupyter: \n",
" kernelspec:\n",
" name: \"02_floodmapping\"\n",
" language: \"python\"\n",
" display_name: \"02_floodmapping\"\n",
"---\n",
"\n",
"![Image from [wikipedia](https://upload.wikimedia.org/wikipedia/commons/d/d4/Thomas_Bayes.gif)](https://upload.wikimedia.org/wikipedia/commons/d/d4/Thomas_Bayes.gif)"
"# Reverend Bayes updates our Belief in Flood Detection\n",
"How an 275 year old idea helps map the extent of floods\n"
]
},
{
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6 changes: 3 additions & 3 deletions notebooks/references.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"# References\n",
"# References {.unnumbered}\n",
"\n",
"```{bibliography}\n",
"```\n"
"::: {#refs}\n",
":::"
]
}
],
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