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ASF GitHub Bot commented on MAHOUT-1990: ---------------------------------------- GitHub user rawkintrevo opened a pull request: https://github.com/apache/mahout/pull/323 MAHOUT-1990 [WIP] Add Multilayer Perceptron ### Purpose of PR: Implements multi-layer perceptron style neural network Also introduces some SGD functionality (namely learning strategies) (will, doesn't yet) Also introduces classifier trait ### Important ToDos Please mark each with an "x" - [x] A JIRA ticket exists (if not, please create this first)[https://issues.apache.org/jira/browse/ZEPPELIN/] - [x] Title of PR is "MAHOUT-XXXX Brief Description of Changes" where XXXX is the JIRA number. - [ ] Created unit tests where appropriate - [ ] Added licenses correct on newly added files - [x] Assigned JIRA to self - [ ] Added documentation in scala docs/java docs, and to website - [ ] Successfully built and ran all unit tests, verified that all tests pass locally. Does this change break earlier versions? **yes** refactored linear regression to new sub-package, and created nonlinear package. Is this the beginning of a larger project for which a feature branch should be made? ... possibly, but I think I will have it all working in short enough order that it can stay on mine- however I am open to this idea if someone else wants to chip in. You can merge this pull request into a Git repository by running: $ git pull https://github.com/rawkintrevo/mahout mahout-1990 Alternatively you can review and apply these changes as the patch at: https://github.com/apache/mahout/pull/323.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #323 ---- commit d15a9c2730888aeb0973c173ccdaeb12957b2c53 Author: rawkintrevo <trevor.d.gr...@gmail.com> Date: 2017-05-25T06:49:10Z initial incoreMLP work commit ab2b1213b76f1f94297a617d7f465479825d7377 Author: rawkintrevo <trevor.d.gr...@gmail.com> Date: 2017-05-27T15:48:07Z Distributed MLP commit 226a884c8e7d520cd4656ab9d8cfd71647a84b0f Author: rawkintrevo <trevor.d.gr...@gmail.com> Date: 2017-05-28T04:30:45Z Distributed works now commit 7ea981e53af692a43bc4b75c176b46b7ff6ce328 Author: rawkintrevo <trevor.d.gr...@gmail.com> Date: 2017-05-28T14:05:47Z Distributed works now commit c32585be8d0260c0a6000ebd6944c0b1a2c95595 Author: rawkintrevo <trevor.d.gr...@gmail.com> Date: 2017-05-28T16:03:24Z Added regression and classifier wrappers ---- > Implement Multilayer Perceptron > ------------------------------- > > Key: MAHOUT-1990 > URL: https://issues.apache.org/jira/browse/MAHOUT-1990 > Project: Mahout > Issue Type: Improvement > Components: Algorithms > Affects Versions: 0.13.2 > Reporter: Trevor Grant > Assignee: Trevor Grant > > Following strategy > It should- > 1. implement incoreMLPs which can be 'plugged together' for purposes of back > propegation (this makes for easy extension into more complex networks) > 2. implement a common distributed MLP which maps out incoreMLPs and then > averages parameters > 3. regression and classifier wrappers around the base MLP to reduce > duplication of code > 4. would be nice to make distributed and incore neural network 'trait' for > consistent API across all future neural networks. -- This message was sent by Atlassian JIRA (v6.3.15#6346)