<story><title>Kats: One stop shop for time series analysis in Python</title><url>https://facebookresearch.github.io/Kats/</url></story><parent_chain></parent_chain><comment><author>hrzn</author><text>For those interested in time series library, we are developing Darts [1], which focuses on making it easy &amp;amp; straightforward to build and use forecasting models. Out of the box it contains traditional models (such as ARIMA) as well as recent deep learning ones (like N-Beats). It also allows to easily train models on multiple time series (potentially scaling to large datasets), as well as on multivariate series (i.e., series made of multiple dimensions). It will soon support probabilistic forecasts as well.&lt;p&gt;[1] &lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;unit8co&amp;#x2F;darts&amp;#x2F;&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;unit8co&amp;#x2F;darts&amp;#x2F;&lt;/a&gt;</text></comment>
<story><title>Kats: One stop shop for time series analysis in Python</title><url>https://facebookresearch.github.io/Kats/</url></story><parent_chain></parent_chain><comment><author>benboughton1</author><text>What are suggested online courses to learn about multi variable time series forecasting? My skill level is - ok with university level Biometrics but that was 10+ years ago, and I am web&amp;#x2F;self-taught python for web apps and automating GIS tasks.</text></comment>