<story><title>Introducing TensorFlow.js: Machine Learning in JavaScript</title><url>https://medium.com/tensorflow/introducing-tensorflow-js-machine-learning-in-javascript-bf3eab376db</url></story><parent_chain><item><author>z1mm32m4n</author><text>I think my favorite part of this is that inevitably people will write type definitions for TensorFlow.js in TypeScript, Flow, ReasonML, Purescript, and more.&lt;p&gt;It has always seemed like data science and machine learning tasks have always been most popular in dynamic languages like Python, Julia, and R. I really hope this can be a bridge over to typed machine learning APIs!&lt;p&gt;(Of course, I’m also interested to hear about your favorite typed machine learning library if you have some that you already use)</text></item></parent_chain><comment><author>wwwigham</author><text>&amp;gt; I think my favorite part of this is that inevitably people will write type definitions for TensorFlow.js in TypeScript&lt;p&gt;Actually, it already ships with typescript definitions - it&amp;#x27;s written in TypeScript![1]&lt;p&gt;[1] &lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;tensorflow&amp;#x2F;tfjs&amp;#x2F;blob&amp;#x2F;master&amp;#x2F;src&amp;#x2F;index.ts&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;tensorflow&amp;#x2F;tfjs&amp;#x2F;blob&amp;#x2F;master&amp;#x2F;src&amp;#x2F;index.ts&lt;/a&gt;</text></comment>
<story><title>Introducing TensorFlow.js: Machine Learning in JavaScript</title><url>https://medium.com/tensorflow/introducing-tensorflow-js-machine-learning-in-javascript-bf3eab376db</url></story><parent_chain><item><author>z1mm32m4n</author><text>I think my favorite part of this is that inevitably people will write type definitions for TensorFlow.js in TypeScript, Flow, ReasonML, Purescript, and more.&lt;p&gt;It has always seemed like data science and machine learning tasks have always been most popular in dynamic languages like Python, Julia, and R. I really hope this can be a bridge over to typed machine learning APIs!&lt;p&gt;(Of course, I’m also interested to hear about your favorite typed machine learning library if you have some that you already use)</text></item></parent_chain><comment><author>improbable22</author><text>&amp;quot;favorite typed machine learning library&amp;quot;&lt;p&gt;Flux is essentially nothing but some clever use of Julia&amp;#x27;s type system:&lt;p&gt;&lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;FluxML&amp;#x2F;Flux.jl&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;FluxML&amp;#x2F;Flux.jl&lt;/a&gt;&lt;p&gt;There&amp;#x27;s some ability to generate javascript too, which you can try here:  &lt;a href=&quot;http:&amp;#x2F;&amp;#x2F;fluxml.ai&amp;#x2F;experiments&amp;#x2F;mnist&amp;#x2F;&quot; rel=&quot;nofollow&quot;&gt;http:&amp;#x2F;&amp;#x2F;fluxml.ai&amp;#x2F;experiments&amp;#x2F;mnist&amp;#x2F;&lt;/a&gt; . Edit: I see it&amp;#x27;s actually using deeplearn.js == TensorFlow.js for this, details at  &lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;FluxML&amp;#x2F;FluxJS.jl&quot; rel=&quot;nofollow&quot;&gt;https:&amp;#x2F;&amp;#x2F;github.com&amp;#x2F;FluxML&amp;#x2F;FluxJS.jl&lt;/a&gt;</text></comment>