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[SPARK-3078][MLLIB] Make LRWithLBFGS API consistent with others
Should ask users to set parameters through the optimizer. dbtsai Author: Xiangrui Meng <[email protected]> Closes apache#1973 from mengxr/lr-lbfgs and squashes the following commits: e3efbb1 [Xiangrui Meng] fix tests 21b3579 [Xiangrui Meng] fix method name 641eea4 [Xiangrui Meng] Merge remote-tracking branch 'apache/master' into lr-lbfgs 456ab7c [Xiangrui Meng] update LRWithLBFGS
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