Description

We should use the official mxnet batchify functions to implement our own batchify functions. However, since we'd like to later support other frameworks, we should still keep our own batchify.py. We can change it to call MXNet implementations.

MXNet batchify: https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/gluon/data/batchify.py
GluonNLP batchify: https://gi

MyST is a sphinx markdown parser which provides more features than recommonmark. The key ones being native support for admonitions, directives and references without having to use eval_rst.

Note: When using rst directives which generate rst output (autodoc etc) you will still need to use eval_rst in MyST so that the output of the di