Where can I find the dataset FEMNIST and the Amazon’s Book Reviews Dataset as the paper shows? - Githubissues

adap / flower

Flower: A Friendly Federated Learning Framework

https://flower.ai

Apache License 2.0

4.45k stars 785 forks source link

Where can I find the dataset FEMNIST and the Amazon’s Book Reviews Dataset as the paper shows? #1378

Open wizard1203 opened 1 year ago

wizard1203 commented 1 year ago

What is your question?

Thanks for your awesome frameworks! I hope to conduct experiments of FEMNSIT and Amazon’s Book Reviews. Could you please indicate where can I get these datasets?

adam-narozniak commented 1 year ago

Hi, You can find FEMINST in this repo https://github.com/adap/flower/tree/main/baselines/flwr_baselines/publications/leaf/femnist or in the original paper repo https://github.com/TalwalkarLab/leaf. However, I don't recommend going into the LEAF code and creating the dataset their way because e.g. the images are stored in the JSON files, and adjusting your code to use them will be time-consuming. Our version has standard images and a CSV file with references regarding the writers' ids and labels.

Amazon’s Book Reviews: https://www.kaggle.com/datasets/mohamedbakhet/amazon-books-reviews