kaicd-fl-poc-notebooks's People
kaicd-fl-poc-notebooks's Issues
Implementation of 'pathological non-IID' data split setting
Hello!
I have participated in the guest lecture @ KAICD on 27th October.
As FL is still unfamiliar to many researchers/engineers in S. Korea, the lecture was very interesting and useful.
Thank you for your planning of the lecture.
After that, I've implemented a simple FL simulation code using Flower.
In my repository,
I have implemented pathological non-IID setting
proposed in (McMahan et al., 2017), for simulating non-IID data split scenario.
Sepcifically, it is this funciton, which is retrived from my original FedAvg implementation code.
Though Flower is not devloped only for research or simulation purpose, I think it is better to be equipped with the simulation code of statistical heterogeneity.
Thank you.
Best,
Seok-Ju Hahn (Adam)
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