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Hello!
I've found out that the small changes both in MAF and Real-NVP implementations could enable to use of these models as conditional ones. Moreover, thanks to that I was able to improve example notebooks which now should be more clear and easier to understand by newcomers into NFs.
Best regards,
Patryk