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From Denis Magda <dma...@apache.org>
Subject Re: Ignite ML news
Date Tue, 10 Oct 2017 21:45:19 GMT
Hi Yuri,

Sounds impressive!

The only suggestion I have for you guys is to copy the dev list more for ML related discussions.
This will let the community to keep track of your activities on a daily basis and do proposal
to algorithms you’ve been working on.

Agreed?

—
Denis
 
> On Oct 10, 2017, at 11:58 AM, Yury Babak <y.chief@gmail.com> wrote:
> 
> Hi Igniters!
> 
> I want to provide some updates about current state of ml module, so let me
> introduce that we already have:
> 
> * OLS lin regression(not so efficient in distributed case, but Alexey
> Zinoviev already working to fix that, IGNITE-6222).
> * K-means (IGNITE-5113).
> * Decision tree(almost done by Artem Malykh, IGNITE-5218).
> * Suitable for distributed calculations block matrices(IGNITE-5791).
> * BLAS support (IGNITE-5777).
> * And some minors bugfixes/improvements.
> 
> As new features now we worked on the several algorithms:
> 
> * FCM (Ilya Nozhkin, IGNITE-5246) - Fuzzy c-means, will be the first fuzzy
> algoritm in our ML module.
> * Log regression (Vladisav Jelisavcic, IGNITE-5059) - logistic regression
> and regularization mechanism.
> * SVM (Oleg Ignatenko, IGNTIE-6585) - Support vector machine, another
> popular classification algorithm.
> 
> Also we start works related with neural networks. And here we working on two
> big ares. 
> 
> The first area is implementation our own distributed neural networks over
> Ignite(IGNITE-6386). We will start with CNN(convolutional neural network).
> 
> And the second area is integration with existing libs and using them as
> backend wrapped on our API. Here we looks on Encog and Deeplearning4j libs.
> 
> Also we want to add API for group model trainings. Using this API we will
> able to train and choose best model. We even could choose between different
> models, like k-mean and decision tree for example.
> 
> Any questions or suggestions are welcome.
> 
> Regards,
> Yury
> 
> 
> 
> --
> Sent from: http://apache-ignite-developers.2346864.n4.nabble.com/


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