2 datasets found

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FEMNIST Dataset
paperswithcode.com
Updated Dec 28, 2023
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(2023). FEMNIST Dataset [Dataset]. https://paperswithcode.com/dataset/femnist
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Dataset updated
Dec 28, 2023
Description
See paper:

Caldas, Sebastian, et al. "Leaf: A benchmark for federated settings." arXiv preprint arXiv:1812.01097 (2018).
synthetic
huggingface.co
Updated Jul 1, 2024
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Flower Labs (2024). synthetic [Dataset]. https://huggingface.co/datasets/flwrlabs/synthetic
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CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Jul 1, 2024
Dataset provided by
Flower Labs GmbH
Authors
Flower Labs
License
https://choosealicense.com/licenses/bsd-2-clause/https://choosealicense.com/licenses/bsd-2-clause/
Description
Dataset Card for SYNTHETIC

The SYNTHETIC dataset is a part of the LEAF benchmark. This version corresponds to the dataset generated with default parameters that give a dataset with:

input (x) of length 60; 5 unique labels (y) 1000 unique devices (device_id).

Dataset Details Uses

This dataset is intended to be used in Federated Learning settings.

Direct Use

We recommend using Flower Dataset (flwr-datasets) and Flower (flwr). To partition the… See the full description on the dataset page: https://huggingface.co/datasets/flwrlabs/synthetic.
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