How to recover photo stream pictures?

My photo stream album disappeared.  I think it happened when I enabled the "iCloud Photo Library (beta)".  I thought it was suppose to upload the photo stream album to iCloud but instead it just deleted it without ever asking me if I wanted them to be deleted.  Does anyone know what happened? Or how to recover them?  They do not show up in "recently deleted album" because I never actually deleted them
Ive tried 3rd party software but no luck.  Since half of the pics in the photo stream album were not in the regular pictures album and not on the hard drive they cannot be found.  When I went to the iCloud website there were only 97 pictures and not the 1000 pics that were originally in the photo stream album.
My phone has never been backed up to iTunes so that is no help
If these pictures are not on my phone or iCloud, where can they be and is it possible to get them back?

- Maybe from the restored iPod via How to perform iPad recovery for photos, videos
Wondershare Dr.Fone for iOS: iPhone Data Recovery - Wondershare Official     
http://www.amacsoft.com/ipod-data-recovery.html
-iPod touch Deleted Photo Recovery Tips You Should Know

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