braindotai removed a comment on issue #14619: [Discussion] 1.5.0 Roadmap URL: https://github.com/apache/incubator-mxnet/issues/14619#issuecomment-511786528 I have some suggestions down here:- - MXNet only has 4 prebuild datasets, I think we should have more... Here are some important missing datasets- [KMNIST](https://github.com/rois-codh/kmnist), [EMNIST](https://www.westernsydney.edu.au/bens/home/reproducible_research/emnist), [LSUN](https://www.yf.io/p/lsun), [STL10](https://cs.stanford.edu/~acoates/stl10/), [SVHN](http://ufldl.stanford.edu/housenumbers/), [PhotoTour](http://phototour.cs.washington.edu/patches/default.htm), [SBU](http://www.cs.virginia.edu/~vicente/sbucaptions/), [Flickr8k](http://nlp.cs.illinois.edu/HockenmaierGroup/8k-pictures.html), [Flickr30k](http://web.engr.illinois.edu/~bplumme2/Flickr30kEntities/), [Cityscapes](http://www.cityscapes-dataset.com/), [SBD](http://home.bharathh.info/pubs/codes/SBD/download.html) and FakeData(A fake data generator that generates fake images, useful for GANS) - As we got the [Estimator](https://github.com/apache/incubator-mxnet/pull/15009/commits) for gluon, (which will be supposedly released with MXNet 1.5), we can have many predefined estimators(very similar to Scikit Learn), for example:- ```python from mxnet.gluon import estimator model = estimator.linearregression model = estimator.linearregression ```
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