From 74692241c6983264b77e2f54b1e19b3902a819c9 Mon Sep 17 00:00:00 2001 From: Adam Narozniak Date: Wed, 24 Jul 2024 12:11:19 +0200 Subject: [PATCH] Add information about heterogeneity --- datasets/doc/source/index.rst | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/datasets/doc/source/index.rst b/datasets/doc/source/index.rst index fcc7920711bf..ed2895334175 100644 --- a/datasets/doc/source/index.rst +++ b/datasets/doc/source/index.rst @@ -1,8 +1,7 @@ Flower Datasets =============== -Flower Datasets (``flwr-datasets``) is a library to quickly and easily create datasets for federated -learning/analytics/evaluation. It is created by the ``Flower Labs`` team that also created `Flower `_ - a Friendly Federated Learning Framework. +Flower Datasets (``flower-datasets ``) is a library that enables the quick and easy creation of datasets for federated learning/analytics/evaluation. It enables heterogeneity (non-iidness) simulation and division of datasets with the preexisting notion of IDs. The library was created by the ``Flower Labs`` team that also created `Flower `_ : A Friendly Federated Learning Framework. Flower Datasets Framework ------------------------- @@ -77,7 +76,6 @@ Flower Datasets library supports: :align: center :alt: Comparison of Partitioning Schemes on CIFAR10 - Thanks to using Hugging Face's ``datasets`` used under the hood, Flower Datasets integrates with the following popular formats/frameworks: - Hugging Face