Streaming variational inference: out-of-core DataLoader for minibatch ADVI

pymc_extras/variational/__init__.py

@@ -0,0 +1,26 @@
+#   Copyright 2026 - present The PyMC Developers
+#
+#   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.
+from pymc_extras.variational.dataloader import (
+    DataLoader,
+    IterableDataset,
+    parquet_source,
+    shuffle_buffer,
+)
+
+__all__ = [
+    "DataLoader",
+    "IterableDataset",
+    "parquet_source",
+    "shuffle_buffer",
+]