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Genetic Synthetic Data #570

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Genetic Synthetic Data #570

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giusevtr
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This request is to add an implementation of our recent synthetic data mechanism Private Genetic Synthetic Data (Private-GSD) to smartnoise-sdk. This mechanism is based on our recent paper, which was published at ICML2023.

@joshua-oss
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Hi @giusevtr, thanks for the contribution! This looks very interesting, but I have had some trouble getting it to run. Some functions have invalid parameters, which looks like there may have been some typos in porting this, and the transformers check always is None in the Jupyter notebooks, so none of them run. I have cloned this to a gsd branch in our repo and will be doing an extensive code review and attempting to fix the bugs. Let me know if you'd like to be added as a contributor so you can work on the PR on this repo.

@giusevtr
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giusevtr commented Nov 5, 2023 via email

@joshua-oss
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Hi, Thank you for reaching back to me. Yes, I would like to work with you to get this code working. Please let me know anyway I can help with this. In the meantime, I will try to run the Jupyter notebook again and see what I can do. Please add me as a contributor. Thank you!

On Fri, Nov 3, 2023 at 11:16 PM joshua-oss @.> wrote: Hi @giusevtr https://github.com/giusevtr, thanks for the contribution! This looks very interesting, but I have had some trouble getting it to run. Some functions have invalid parameters, which looks like there may have been some typos in porting this, and the transformers check always is None in the Jupyter notebooks, so none of them run. I have cloned this to a gsd branch in our repo and will be doing an extensive code review and attempting to fix the bugs. Let me know if you'd like to be added as a contributor so you can work on the PR on this repo. — Reply to this email directly, view it on GitHub <#570 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/ABVVEDSX3GKPHKL343OVCQ3YCWXSRAVCNFSM6AAAAAA33XQCP6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMYTOOJTGMZDANRRGY . You are receiving this because you were mentioned.Message ID: @.>

OK, you're added! The local branch is gsd. I've read through the paper and will also take a look this weekend.

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2 participants