<div dir="ltr"><h1 style="color:rgb(32,32,32);font-family:"Open Sans",sans-serif;font-size:26px;line-height:26px;margin:0px 0px 10px">Data Visualization of the Week</h1><a href="https://datainnovation.us7.list-manage.com/track/click?u=28248b30fcf4530636ad320fc&id=ba1028890a&e=10c76dacc6" target="_blank" style="color:rgb(247,148,30);font-family:"Open Sans",sans-serif;font-size:16px;font-weight:bold">Visualizing Machine Learning Models</a><br style="color:rgb(80,80,80);font-family:"Open Sans",sans-serif;font-size:16px"><img align="right" height="200" src="https://gallery.mailchimp.com/28248b30fcf4530636ad320fc/images/577d2d55-26d5-41f7-a529-76ea422ab1c4.png" width="300" class="gmail-CToWUd gmail-a6T" tabindex="0" style="cursor: pointer; outline: none; border: 0px; height: 200px; line-height: 16px; display: inline; max-width: 600px; color: rgb(80, 80, 80); font-family: "Open Sans", sans-serif; font-size: 16px; width: 300px; margin: 0px;"><span style="color:rgb(80,80,80);font-family:"Open Sans",sans-serif;font-size:16px">Microsoft has developed a data visualization tool called TensorWatch to help researchers visualize and debug machine learning models. The increasing complexity and size of machine learning models and datasets can make it difficult for researchers to understand the performance of their model at various stages of training. TensorWatch creates real-time visualizations, including histograms, pie charts, scatter charts, and bar charts. Researchers can also view their data in 3D and compare the results of multiple training runs.</span>  <br clear="all"><div><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><br>============================================<br>Tom Johnson - <a href="mailto:tom@jtjohnson.com" target="_blank">tom@jtjohnson.com</a><br>Institute for Analytic Journalism   --     Santa Fe, NM USA<br>505.577.6482(c)                                    505.473.9646(h)<br><a href="http://nmfog.org" target="_blank"><b><font color="#0b5394">NM Foundation for Open Government</font></b></a><br><b><font color="#0000ff">Check out <a href="https://www.facebook.com/pages/Its-The-Peoples-Data/1599854626919671" target="_blank">It's The People's Data</a></font></b>                 </div><div>============================================</div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div><div id="DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2"><br>
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