Niraj Singh

Hi @vinay-hebb, Kindly refer to [link 1 ](https://stackoverflow.com/questions/15880133/jensen-shannon-divergence)and [link 2](https://medium.com/datalab-log/measuring-the-statistical-similarity-between-two-samples-using-jensen-shannon-and-kullback-leibler-8d05af514b15) for more info on Jensen_Shannon divergence. Also, you can refer to [TFDV example notebook](https://www.tensorflow.org/tfx/tutorials/data_validation/tfdv_basic#fix_evaluation_anomalies_in_the_schema) and see if this fixes your...

@eyadgaran Did you got a chance to create PR for adding SimpleML to [TFX-Addons](https://github.com/tensorflow/tfx-addons). Thank you.

@eyadgaran, Requesting you to close this issue and create a PR in [TFX-Addons](https://github.com/tensorflow/tfx-addons) when you want go ahead with this integration. Thank you!

@yonil7, This happens because in windows the character : is not allowed to be used in file/folder names. As mentioned in above comments, suggested workaround is by adding `self._pipeline_run_id.replace(':', '_')`...

@zion-b, Please refer to this [example](https://www.tensorflow.org/tfx/tutorials/tfx/gcp/vertex_pipelines_vertex_training) for tabular data example on training and serving on Vertex AI. Hope it helps.

@yrianderreumaux, Please let us know if this [answer](https://github.com/tensorflow/tfx/issues/4097#issuecomment-895871854) helps your use case. Thank you!

Hi @youquzhiji, Kindly try importing CsvExampleGen using latest version 1.9.1 of TFX and see if this resolves your issue. Thank you.

Closing this due to inactivity. Please take a look into the answers provided above, feel free to reopen and post your comments(if you still have queries on this). Thank you!

@codesue, Kindly let us know if this issue can be closed. Thank you!

@codesue, Please go ahead to create a PR for the fix. Thank you!