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4 changes: 2 additions & 2 deletions Chapter1-GettingStarted/1.1_open_reproducible_science.html
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Expand Up @@ -568,8 +568,8 @@ <h1>1.1 Open Reproducible Science</h1>

<section class="tex2jax_ignore mathjax_ignore" id="open-reproducible-science">
<h1>1.1 Open Reproducible Science<a class="headerlink" href="#open-reproducible-science" title="Permalink to this headline">#</a></h1>
<p><a class="reference external" href="https://docs.google.com/presentation/d/1SCrx65-Q_CB8JRMN81Uk-QniPvPE-wozRD7YDDQEapc/edit?usp=sharing"><img alt="Lecture Slides" src="img/Google_Slides_Logo.svg" /></a></p>
<p><a class="reference external" href="https://youtu.be/WeZ2vJxBuTg?si=aG1IuBNhCQnb1ljv"><img alt="YouTube video" src="img/YouTube-Logo.wine.svg" /></a></p>
<p><a class="reference external" href="https://docs.google.com/presentation/d/1SCrx65-Q_CB8JRMN81Uk-QniPvPE-wozRD7YDDQEapc/edit?usp=sharing"><img alt="Lecture Slides" src="../img/Google_Slides_Logo.svg" /></a></p>
<p><a class="reference external" href="https://youtu.be/WeZ2vJxBuTg?si=aG1IuBNhCQnb1ljv"><img alt="YouTube video" src="../img/YouTube-Logo.wine.svg" /></a></p>
</section>

<script type="text/x-thebe-config">
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2 changes: 1 addition & 1 deletion Chapter2-DataManipulation/2.2_data_formats_rendered.html
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Expand Up @@ -794,7 +794,7 @@ <h3>1.1 rasterio to read GeoTIFF<a class="headerlink" href="#rasterio-to-read-ge
<div class="cell_input docutils container">
<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Dowload the data using wget.</span>
<span class="n">fname</span> <span class="o">=</span> <span class="s1">&#39;HYP_50M_SR&#39;</span>
<span class="n">wget</span><span class="o">.</span><span class="n">download</span><span class="p">(</span><span class="s2">&quot;https://www.dropbox.com/s/r75ecms0bvyqaca/&quot;</span><span class="o">+</span><span class="nb">str</span><span class="p">(</span><span class="n">fname</span><span class="p">)</span><span class="o">+</span><span class="s2">&quot;?dl=1&quot;</span><span class="p">)</span> <span class="c1"># note the last character as a string to request the file itself</span>
<span class="n">wget</span><span class="o">.</span><span class="n">download</span><span class="p">(</span><span class="s2">&quot;https://www.dropbox.com/s/j5lxhd8uxrtsxko/&quot;</span><span class="o">+</span><span class="nb">str</span><span class="p">(</span><span class="n">fname</span><span class="p">)</span><span class="o">+</span><span class="s2">&quot;?dl=1&quot;</span><span class="p">)</span> <span class="c1"># note the last character as a string to request the file itself</span>
</pre></div>
</div>
</div>
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@@ -1,5 +1,5 @@
# 1.1 Open Reproducible Science

[![Lecture Slides](../img/Google_Slides_Logo.svg)](https://docs.google.com/presentation/d/1SCrx65-Q_CB8JRMN81Uk-QniPvPE-wozRD7YDDQEapc/edit?usp=sharing)
[![Lecture Slides](../../img/Google_Slides_Logo.svg)](https://docs.google.com/presentation/d/1SCrx65-Q_CB8JRMN81Uk-QniPvPE-wozRD7YDDQEapc/edit?usp=sharing)

[![YouTube video](../img/YouTube-Logo.wine.svg)](https://youtu.be/WeZ2vJxBuTg?si=aG1IuBNhCQnb1ljv)
[![YouTube video](../../img/YouTube-Logo.wine.svg)](https://youtu.be/WeZ2vJxBuTg?si=aG1IuBNhCQnb1ljv)
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"source": [
"# Dowload the data using wget.\n",
"fname = 'HYP_50M_SR'\n",
"wget.download(\"https://www.dropbox.com/s/r75ecms0bvyqaca/\"+str(fname)+\"?dl=1\") # note the last character as a string to request the file itself\n"
"wget.download(\"https://www.dropbox.com/s/j5lxhd8uxrtsxko/\"+str(fname)+\"?dl=1\") # note the last character as a string to request the file itself\n"
]
},
{
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6 changes: 4 additions & 2 deletions _sources/about_this_book/about_this_book.md
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Expand Up @@ -2,9 +2,11 @@

The **GeoS**cience **MA**chine Learning **R**esources and **T**raining (GeoSMART) framework provides an educational pathway and a foundation in open source scientific ecosystems and progresses through general ML theory, toolkits, and deployment on Cloud computing.

This book is used in the course offered at the University of Washington: Machine Learning in the Geoscienes (AUTMN 2022 - ESS 490C/590C). The corresponding GitHub repository with notebooks for the tutorials and homeworks is [MLGeo](https://github.com/UW-ESS-DS/MLGeo-Autumn22). Find the Docker image for the corresponding jupyter hub [MLGeo Image](https://github.com/UW-ESS-DS/MLGeo-image).
This book is used in the course offered at the University of Washington: Machine Learning in the Geoscienes (AUTMN 2023 - ESS 469/569). The corresponding GitHub repository with notebooks for the tutorials and homeworks is [MLGeo](https://github.com/UW-ESS-DS/MLGeo-Autumn22). Find the Docker image for the corresponding jupyter hub [MLGeo Image](https://github.com/UW-ESS-DS/MLGeo-image).

Instructor: Marine Denolle ([email protected])
Instructors:
- Marine Denolle ([email protected])
- Akshay Mehra ([email protected])
Supported by: the GeoSMART team (Stefan Todoran, Nicoleta Cristea, Anthony Arendt, Scott Henderson, Ziheng Sun)

# Overview
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10 changes: 7 additions & 3 deletions about_this_book/about_this_book.html
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Expand Up @@ -679,9 +679,13 @@ <h2> Contents </h2>
<section class="tex2jax_ignore mathjax_ignore" id="machine-learning-in-the-geosciences">
<h1>Machine Learning in the Geosciences<a class="headerlink" href="#machine-learning-in-the-geosciences" title="Permalink to this headline">#</a></h1>
<p>The <strong>GeoS</strong>cience <strong>MA</strong>chine Learning <strong>R</strong>esources and <strong>T</strong>raining (GeoSMART) framework provides an educational pathway and a foundation in open source scientific ecosystems and progresses through general ML theory, toolkits, and deployment on Cloud computing.</p>
<p>This book is used in the course offered at the University of Washington: Machine Learning in the Geoscienes (AUTMN 2022 - ESS 490C/590C). The corresponding GitHub repository with notebooks for the tutorials and homeworks is <a class="reference external" href="https://github.com/UW-ESS-DS/MLGeo-Autumn22">MLGeo</a>. Find the Docker image for the corresponding jupyter hub <a class="reference external" href="https://github.com/UW-ESS-DS/MLGeo-image">MLGeo Image</a>.</p>
<p>Instructor: Marine Denolle (<a class="reference external" href="mailto:mdenolle&#37;&#52;&#48;uw&#46;edu">mdenolle<span>&#64;</span>uw<span>&#46;</span>edu</a>)
Supported by: the GeoSMART team (Stefan Todoran, Nicoleta Cristea, Anthony Arendt, Scott Henderson, Ziheng Sun)</p>
<p>This book is used in the course offered at the University of Washington: Machine Learning in the Geoscienes (AUTMN 2023 - ESS 469/569). The corresponding GitHub repository with notebooks for the tutorials and homeworks is <a class="reference external" href="https://github.com/UW-ESS-DS/MLGeo-Autumn22">MLGeo</a>. Find the Docker image for the corresponding jupyter hub <a class="reference external" href="https://github.com/UW-ESS-DS/MLGeo-image">MLGeo Image</a>.</p>
<p>Instructors:</p>
<ul class="simple">
<li><p>Marine Denolle (<a class="reference external" href="mailto:mdenolle&#37;&#52;&#48;uw&#46;edu">mdenolle<span>&#64;</span>uw<span>&#46;</span>edu</a>)</p></li>
<li><p>Akshay Mehra (<a class="reference external" href="mailto:akmehra&#37;&#52;&#48;uw&#46;edu">akmehra<span>&#64;</span>uw<span>&#46;</span>edu</a>)
Supported by: the GeoSMART team (Stefan Todoran, Nicoleta Cristea, Anthony Arendt, Scott Henderson, Ziheng Sun)</p></li>
</ul>
</section>
<section class="tex2jax_ignore mathjax_ignore" id="overview">
<h1>Overview<a class="headerlink" href="#overview" title="Permalink to this headline">#</a></h1>
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