diff --git a/datasets/doc/source/index.rst b/datasets/doc/source/index.rst index db4c8c3f20bf..84e25a920f2f 100644 --- a/datasets/doc/source/index.rst +++ b/datasets/doc/source/index.rst @@ -1,7 +1,7 @@ Flower Datasets =============== -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 (``flwr-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 ------------------------- @@ -117,7 +117,7 @@ What makes Flower Datasets stand out from other libraries? * Access to the largest online repository of datasets: - * The library functionality is independent of the dataset, so you can use any dataset available on [🤗Hugging Face Datasets](https://huggingface.co/datasets), which means that others can immediately benefit from the dataset you added. + * The library functionality is independent of the dataset, so you can use any dataset available on `🤗Hugging Face Datasets `_, which means that others can immediately benefit from the dataset you added. * Out-of-the-box reproducibility across different projects.