Genetic Synthetic Data #570
Conversation
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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 |
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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.
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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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Hello Joshua, I'm following up on this issue. I'm currently working on a synthetic data project in my new company. I would like to incorporate my algorithm under the SmartNoise library, so I am available to dedicate time to integrate this solution into the SmartNoise library. So far, I've made some improvements to the algorithm in the local branch "gsd" and believe the code is now stable. However, I don't seem to have the necessary permissions to push these changes. So how we should proceed with this? |
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.