diff --git a/datasets/flwr_datasets/__init__.py b/datasets/flwr_datasets/__init__.py
index 89e651e0f558..48d993037708 100644
--- a/datasets/flwr_datasets/__init__.py
+++ b/datasets/flwr_datasets/__init__.py
@@ -15,10 +15,14 @@
 """Flower Datasets main package."""
 
 
+from flwr_datasets import partitioner, resplitter
 from flwr_datasets.common.version import package_version as _package_version
+from flwr_datasets.federated_dataset import FederatedDataset
 
-from .federated_dataset import FederatedDataset
-
-__all__ = ["FederatedDataset"]
+__all__ = [
+    "FederatedDataset",
+    "partitioner",
+    "resplitter",
+]
 
 __version__ = _package_version
diff --git a/datasets/flwr_datasets/resplitter/__init__.py b/datasets/flwr_datasets/resplitter/__init__.py
new file mode 100644
index 000000000000..f778d2096b76
--- /dev/null
+++ b/datasets/flwr_datasets/resplitter/__init__.py
@@ -0,0 +1,22 @@
+# Copyright 2023 Flower Labs GmbH. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Resplitter package."""
+
+
+from .merge_resplitter import MergeResplitter
+
+__all__ = [
+    "MergeResplitter",
+]
diff --git a/datasets/flwr_datasets/merge_resplitter.py b/datasets/flwr_datasets/resplitter/merge_resplitter.py
similarity index 100%
rename from datasets/flwr_datasets/merge_resplitter.py
rename to datasets/flwr_datasets/resplitter/merge_resplitter.py
diff --git a/datasets/flwr_datasets/merge_resplitter_test.py b/datasets/flwr_datasets/resplitter/merge_resplitter_test.py
similarity index 98%
rename from datasets/flwr_datasets/merge_resplitter_test.py
rename to datasets/flwr_datasets/resplitter/merge_resplitter_test.py
index 096bd7efac27..ebbdfb4022b0 100644
--- a/datasets/flwr_datasets/merge_resplitter_test.py
+++ b/datasets/flwr_datasets/resplitter/merge_resplitter_test.py
@@ -21,7 +21,7 @@
 import pytest
 
 from datasets import Dataset, DatasetDict
-from flwr_datasets.merge_resplitter import MergeResplitter
+from flwr_datasets.resplitter.merge_resplitter import MergeResplitter
 
 
 class TestResplitter(unittest.TestCase):
diff --git a/datasets/flwr_datasets/utils.py b/datasets/flwr_datasets/utils.py
index 7badb1445460..49c65e9893a7 100644
--- a/datasets/flwr_datasets/utils.py
+++ b/datasets/flwr_datasets/utils.py
@@ -19,8 +19,8 @@
 from typing import Dict, Optional, Tuple, Union, cast
 
 from flwr_datasets.common import Resplitter
-from flwr_datasets.merge_resplitter import MergeResplitter
 from flwr_datasets.partitioner import IidPartitioner, Partitioner
+from flwr_datasets.resplitter.merge_resplitter import MergeResplitter
 
 tested_datasets = [
     "mnist",