--- a
+++ b/docs-source/source/dataset.rst
@@ -0,0 +1,80 @@
+.. currentmodule:: slideflow
+
+.. _dataset:
+
+slideflow.Dataset
+=================
+
+.. autoclass:: Dataset
+
+Attributes
+----------
+
+.. autosummary::
+
+    Dataset.annotations
+
+    Dataset.filters
+    Dataset.filter_blank
+    Dataset.filtered_annotations
+    Dataset.img_format
+    Dataset.min_tiles
+    Dataset.num_tiles
+
+Methods
+-------
+
+.. autofunction:: slideflow.Dataset.balance
+.. autofunction:: slideflow.Dataset.build_index
+.. autofunction:: slideflow.Dataset.cell_segmentation
+.. autofunction:: slideflow.Dataset.check_duplicates
+.. autofunction:: slideflow.Dataset.clear_filters
+.. autofunction:: slideflow.Dataset.clip
+.. autofunction:: slideflow.Dataset.convert_xml_rois
+.. autofunction:: slideflow.Dataset.extract_cells
+.. autofunction:: slideflow.Dataset.extract_tiles
+.. autofunction:: slideflow.Dataset.extract_tiles_from_tfrecords
+.. autofunction:: slideflow.Dataset.filter
+.. autofunction:: slideflow.Dataset.find_slide
+.. autofunction:: slideflow.Dataset.find_tfrecord
+.. autofunction:: slideflow.Dataset.generate_feature_bags
+.. autofunction:: slideflow.Dataset.get_tfrecord_locations
+.. autofunction:: slideflow.Dataset.get_tile_dataframe
+.. autofunction:: slideflow.Dataset.harmonize_labels
+.. autofunction:: slideflow.Dataset.is_float
+.. autofunction:: slideflow.Dataset.kfold_split
+.. autofunction:: slideflow.Dataset.labels
+.. autofunction:: slideflow.Dataset.load_annotations
+.. autofunction:: slideflow.Dataset.load_indices
+.. autofunction:: slideflow.Dataset.manifest
+.. autofunction:: slideflow.Dataset.manifest_histogram
+.. autofunction:: slideflow.Dataset.patients
+.. autofunction:: slideflow.Dataset.get_bags
+.. autofunction:: slideflow.Dataset.read_tfrecord_by_location
+.. autofunction:: slideflow.Dataset.remove_filter
+.. autofunction:: slideflow.Dataset.rebuild_index
+.. autofunction:: slideflow.Dataset.resize_tfrecords
+.. autofunction:: slideflow.Dataset.rois
+.. autofunction:: slideflow.Dataset.slide_manifest
+.. autofunction:: slideflow.Dataset.slide_paths
+.. autofunction:: slideflow.Dataset.slides
+.. autofunction:: slideflow.Dataset.split
+.. autofunction:: slideflow.Dataset.split_tfrecords_by_roi
+.. autofunction:: slideflow.Dataset.summary
+.. autofunction:: slideflow.Dataset.tensorflow
+.. autofunction:: slideflow.Dataset.tfrecord_report
+.. autofunction:: slideflow.Dataset.tfrecord_heatmap
+.. autofunction:: slideflow.Dataset.tfrecords
+.. autofunction:: slideflow.Dataset.tfrecords_by_subfolder
+.. autofunction:: slideflow.Dataset.tfrecords_folders
+.. autofunction:: slideflow.Dataset.tfrecords_from_tiles
+.. autofunction:: slideflow.Dataset.tfrecords_have_locations
+.. autofunction:: slideflow.Dataset.transform_tfrecords
+.. autofunction:: slideflow.Dataset.thumbnails
+.. autofunction:: slideflow.Dataset.torch
+.. autofunction:: slideflow.Dataset.unclip
+.. autofunction:: slideflow.Dataset.update_manifest
+.. autofunction:: slideflow.Dataset.update_annotations_with_slidenames
+.. autofunction:: slideflow.Dataset.verify_annotations_slides
+.. autofunction:: slideflow.Dataset.verify_img_format
+.. autofunction:: slideflow.Dataset.verify_slide_names