added notes to bring up to date as of 6.18.21
"\n",
"* [`Data Preparation Methods`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
" * Adds capablity to select specific raster bands in [`prepare_tabulardata()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#arcgis.learn.prepare_tabulardata) by using the `expanatory_rasters` parameter\n",
+ "* [`Object Classification Models`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#object-classification-models)\n",
+ " * Adds support for custom `DataBunch`\n",
"* [`Object Detection Models`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#object-detection-models)\n",
" * **New Models**\n",
" * [MMDetection](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#mmdetection) \n",
"metadata": {},
"source": [
"#### [`arcgis.learn`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html)\n",
+ "* [`Object Classification Models`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#object-classification-models)\n",
+ " * Fixes `AttributeError: _is_multispectral` when using [`FeatureClassifier(backend='tensorflow')`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#featureclassifier) and a `DataBunch` created outside of the ArcGIS Platform\n",
"* [`Feature, Tabular and TimeSeries Models`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#feature-tabular-and-timeseries-models)\n",
" * [`MLModel`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#arcgis.learn.MLModel)\n",
" * Fixes missing `publish` parameter in [`save()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#arcgis.learn.MLModel.save) method\n",
" * Fixes errors with [`show_results()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#arcgis.learn.MLModel.show_results) and `data.show_batch()` when used with dataframe obtained using train_test_split from sklearn\n",
" * Fixes error with [`predict()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#arcgis.learn.MLModel.predict) not publishing if `prediction_type=raster`\n",
"* [`PixelClassfication`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#pixel-classification-models)\n",
+ " * Fixes `AttributeError` with segmentation models' improper handling of fastai databunches\n",
" * Fixes edge detection models' inferencing output that does not display output raster without changing symbology to `Classify` if the training data has discontinuous classes\n",
" * [`ConnectNet`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#connectnet)\n",
" * Fixes failure to return the mean IOU when loading [`from_model()`](https://developers.arcgis.com/python/api-reference/arcgis.learn.toc.html#arcgis.learn.ConnectNet.from_model) without `data` parameter\n",
