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 <[email protected]> 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/
