Is Go a good choice for data science and machine learning yet? What are the best libraries for data science and ML/DL?

agolangf · · 357 次点击    
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<hr/>**评论:**<br/><br/>chewxy: <pre><p>Yes. I did most of my commercial deep learning work in Go. The ability to send your clients a single executable that compiles in seconds is most useful.</p> <p>The libraries I use are <a href="https://github.com/gorgonia/gorgonia" rel="nofollow">Gorgonia</a> and <a href="https://github.com/gonum" rel="nofollow">Gonum</a>. </p></pre>recurrency: <pre><ul> <li><code>gonum</code></li> </ul></pre>circuitously: <pre><p>Also, Is there any kind of gpu support out there yet?</p></pre>packetlust: <pre><p>Disclaimer: I do not know from first hand use</p> <p>I was told by a data science person at a recent Go meetup that Gorgonia did/does do GPU acceleration. He also said that it was a little broken at the moment, but he expected it would be fixed soon</p></pre>chewxy: <pre><p>I broke it, fixed it in 0.6, broke it in 0.7, fixed in 0.8. In the upcoming version (0.9) is all about improving CUDA. I&#39;ve a lot of personal code to backport into gorgonia</p></pre>chewxy: <pre><p><a href="https://gorgonia.org/cu" rel="nofollow">https://gorgonia.org/cu</a>. Pull Requests extremely welcome. Works with CUDA 9.0</p></pre>circuitously: <pre><p>Thanks!</p></pre>ka_o: <pre><p>Some libs: blas, GoLearn, Gorgonia, TensorFlow</p></pre>weberc2: <pre><p>Pinging <a href="/u/sbinet" rel="nofollow">/u/sbinet</a></p></pre>sbinet: <pre><p>I&#39;d say you can do good DL/ML stuff in Go.</p> <p>Not everything is there on the shelf, ready to be imported. the &#34;half empty glass&#34; way to look at it is that it&#39;s a good time to contribute the building blocks (or just the nice user-facing API) for your favorite problem.</p> <p>here is an old-ish introductory lecture I gave:</p> <ul> <li><a href="https://github.com/sbinet/jdev-go-datascience-2017" rel="nofollow">https://github.com/sbinet/jdev-go-datascience-2017</a></li> </ul></pre>_nefario_: <pre><p>not quite yet</p> <p><a href="https://www.youtube.com/watch?v=lcyNjgEG9H8" rel="nofollow">https://www.youtube.com/watch?v=lcyNjgEG9H8</a></p></pre>

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