roywei opened a new pull request #15009: Fit api
URL: https://github.com/apache/incubator-mxnet/pull/15009
 
 
   ## Description ##
   
   bring back https://github.com/apache/incubator-mxnet/pull/14629, it was 
merged using squash merge, and reverted in 
https://github.com/apache/incubator-mxnet/pull/15008
   Now reopen to merge with original contributor commit history.
   Already reviewed and all tests including nightly are passing.
   Sorry for any inconvenenice caused.
   
   cc @szha @eric-haibin-lin 
   

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