@hmf thanks for pointing out the issue on dependencies.

> I would also like to know how are you validate the tutorials (I haven't 
> checked so they may be in perfect working order).

For tutorials on mxnet.apache.org, they are jupyter notebooks in markdown 
format (processed by notedown) that are executed at the time of building the 
documentation. for the examples folder, we plan to move them to the [new 
repo](https://github.com/apache/incubator-mxnet-examples) gradually, guarded by 
regular CI checks to make sure they are working.

Since the example issues you pointed out belong to DJL, @lanking520 will likely 
be of best help in resolving them.

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