arcgis.gis
GIS
- Improve parsing support for users with Kerberors and IWA authentication schemes
arcgis.gis.admin
AGOLUsageReports
- Fixes issue with incorrect statistics for date ranges over 5 months ago
arcgis.gis.server
LogManager
query()
- Fixes BUG-000154142 where paging was not terminating propertly with record amounts over 5000
arcgis.features
FeatureLayerCollection
extract_changes()
- Adds
layer_servergen
parameter and documentation
- Adds
arcgis.geometry
Geometry
true_centroid
- Ensures property returns results as a
geometry
object instead of tuple
- Ensures property returns results as a
arcgis.geoenrichment
- Fixes issue for parsing with multiple buffer distances
arcgis.graph
KnowledgeGraph
- Adds
apply_edits()
method to support editing
- Adds
arcgis.apps
hub
- Fixes issue with token handling for security purposes
- Fixes issue with properly reading sharing properties
Page
update_layout()
- Fixes issue to ensure works properly with new backend infrastructure implementation
storymap
Timeline
- Fixes issue where position of node was not properly returned
arcgis.learn
- Updates prediction output formatting to
x,y,w,h
- Fixes intermittent erratic
one_cycle
behavior and uses defaultlearning_rate
whenlr=None
- Fixes Class dump format in a generated
emd
- Fixes
average_precision_score_output
formatting - Adds explicit documentation for data formatting
Patch Release 2.1.0.2
arcgis.learn
- Restores functionality of internal inferencing checks
Patch Release 2.1.0.1
arcgis.features
FeatureLayerCollection
extract_changes()
- Adds support for querying the last time changes were sent on each layer
arcgis.features.managers
What's new in version 2.1.0
- Note: Installation of the API for Python results in version number
2.1.0.2
New
- Adds Dask Support
- advanced parallel processing for analytics
- see
from_parquet()
- Adds descriptive information for results of asynchronous functions
- see a
future
parameter for functions and methods in the documentation
- see a
- Adds hyperlinks to return values in API Reference documentation
- Removes
ntlm_authentication
and replaces withgsspi/kerberos
on non-Windows machines
Guides
- Install and Setup
- Adds
Install in Google Collab
section
- Adds
- Deep Learning with ArcGIS
- 2d Computer Vision
- Pixel Classification
- 2d Computer Vision
Samples
- GIS analysts and data scientists
- Advanced Machine Learning
- 2d Computer Vision
- Object Detection
- Feature Extraction
- Generative Models
- 2d Computer Vision
- Content Publishers
Module Changes
arcgis.gis
- Adds module so methods can run without specifying backend:
Notebook Server
orArcGIS Online
: - Adds Submodule:
- Adds classes:
- Adds
Dataclasses
for use in adding/updating Items: - Adds
Enumerations
for use in adding/updating Items: GIS
- Adds properties:
ItemDependency
- BUG-000145587 Adds and updates documentation
ResourceManager
User
generate_direct_access_url()
- Adds parameters:
expiration
subfolder
- Adds parameters:
UserManager
- Adds methods:
- Adds properties:
org_search()
- Adds parameters:
as_dict
exclude
- Adds parameters:
user_settings
- Adds
clear
as a option for dictionary key
- Adds
ContentManager
- Adds properties:
- Adds methods:
import_data()
- Adds parameters when publishing a Spatially Enabled DataFrame:
overwrite
append
service
- Adds documentation specifying return values for specific inputs
- Adds parameters when publishing a Spatially Enabled DataFrame:
Item
- Adds properties:
- Adds methods:
usage()
- Adds documentation and code example for customizing the
date_range
argument
- Adds documentation and code example for customizing the
arcgis.gis.admin
AGOLUsageReports
users()
- BUG-000149476 Adds documentation noting that users outside the organization can be added to report
PortalAdminManager
- Adds properties:
UX
- Updates entire module to synchronize with any organizational deployment
arcgis.gis.server
Service
- Adds method:
service_manifest()
- result of Public Repo Issue #1316
- Adds method:
ServicesDirectory
- Adds method:
- Adds ability to work with connections created from
ags
files
SystemManager
- Adds properties:
SiteManager
upgrade()
- adds
debug
parameter
- adds
Security
ssl
- Adds documentation indicating deprecation and best practice
arcgis.gis.workflowmanager
- Fixes token management issue when connecting with Windows Authentication (IWA)
Job_Manager
get()
- Adds parameter:
get_holds
- Adds parameter:
arcgis.features
FeatureLayer
- Adds methods:
edit_features(()
- Fixes Public Repo Issue #1236 where operation failed if only using
attachments
argument
- Fixes Public Repo Issue #1236 where operation failed if only using
extract_changes()
- Adds
fields_to_compare
parameter
- Adds
FeatureLayerCollection
- Adds methods:
Spatially Enabled DataFrame
(GeoAccessor)- Adds documentation indicating changing of null values to zeroes in environments without
ArcPy
when usingto*
andfrom*
methods. Public Repo Issue #1358 - New Methods:
- Adds default spatial reference for
WKT
andWKB
inputs - Adds support for time delta columns in conversion methods
to_featurelayer()
- Adds optional parameters for overwriting layers:
overwrite
service
- Adds ability to publish tables
- Adds optional parameters for overwriting layers:
from_featureclass()
- Adds parameters for keyword arguments when
ArcPy
in environment:sr
datum_transformation
- Adds parameters for keyword arguments when
from_xy()
- Based on Community Enhancement
- Adds parameters:
z_enabed
m_enabled
oid_field
- Adds parameters:
- Based on Community Enhancement
plot()
- Adds documentation for parameters:
map_widget
palette
renderer_type
- Adds parameter for rendering heatmaps:
show_none
- Adds documentation for parameters:
- Adds documentation indicating changing of null values to zeroes in environments without
arcgis.features.analysis
- Updates documentation with current information about how Esri manages live traffic data
arcgis.features.managers
- Adds classes:
- Adds enumeration:
ParcelFabricManager
- Adds asychronous processing to all methods
- See
future
parameter in documentation
- See
- Adds methods:
duplicate()
- Adds parameters:
repeat_count
update_field
start_value
increment_value
- Adds parameters:
- Adds asychronous processing to all methods
UtilityNetworkManager
AttachmentManager
- Adds ability to create object directly for use with a specific branch
version
- Adds
return_moment
parameter to: - Adds
rollback_on_failure
parameter to:
arcgis.features.analyze_patterns
interprolate_points()
- Adds parameter table to documentation
arcgis.raster
ImageryLayer
- Adds methods:
- Adds capability to work with tiles only services to numerous methods:
calculate_volume
compute_class_stats
compute_histograms
,compute_status_and_histograms
export_image
get_samples
identify
legend
measure
project
query_boundary
get_samples()
- Adds
time
parameter
- Adds
identify()
- Adds options for
geometry
argument:
- Adds options for
attribute_table()
- Adds parameter:
as_df
- Adds parameter:
RasterCollection
Raster
multidimensional_info
- Adds ability to handle rendering_rule and removes requirement to set the value
arcgis.raster.analytics
- Adds functions:
is_supported()
- Updates function to return
True
only if user running function has privileges to run operations
- Updates function to return
compute_change_raster()
- Adds options for the
compute_change_method
argumentBAND_WITH_MOST_CHANGE
SPECTRAL_ANGLE_DISTANCE
SPECTRAL_EUCLIDEAN_DISTANCE
- Adds options for the
find_argument_statistics()
- Adds parameters:
argument_value
comparison
occurrence
- Adds parameters:
- Adds raster types as options for
raster_type_name
argument in:
arcgis.raster.functions
- Adds functions:
compute_change()
- Adds options for the
method
argument:BAND_WITH_MOST_CHANGE
SPECTRAL_ANGLE_DISTANCE
SPECTRAL_EUCLIDEAN_DISTANCE
- Adds options for the
arcgis.raster.functions.gbl
- Adds
circular_wrap_value
andcircular_calculation
parameters to:
arcgis.raster.utils
- Adds methods:
arcgis.geoanalytics
arcgis.geoanalytics.find_locations
snap_tracks()
- Adds parameters (available with ArcGIS Enterprise 11.1+):
timesplit
timeSplitUnit
distanceSplit
distanceSplitUnit
timeBoundarySplit
timeBoundarySplitUnit
timeBoundaryReference
- Adds parameters (available with ArcGIS Enterprise 11.1+):
arcgis.geoenrichment
- Adds ability to:
- use data collections without calling Country enrich
- pass in different addresses from different places in the world
- use
NamedAreas
with data collections
- Adds object:
enrich()
- Adds ability to use
BufferStudyArea
asstudy_areas
argument - Adds ability to enrich multiple countries simultaneously
- Adds ability to use
Country
- Adds properties:
arcgis.graph
- Adds documentation introducing module and noting which versions of the API can work with which versions of ArcGIS Enterprised deployments of knowldege graphs
search()
- Adds documentation note on finding valid values for
category
argument
- Adds documentation note on finding valid values for
arcgis.mapping
- Working with 2D Maps
WebMap
- ENH-000134082 Adds methods to transfer layers between
operationalLayers
andbaseMapLayers
- Adds methods:
- Adds
bookmarks
code sample - Adds messaging based on Esri Community Post to indicate deprecation:
- ENH-000134082 Adds methods to transfer layers between
- Working with 3D Maps
- Adds classes:
- Working with Map Service Layers
MapImageLayerManager
import_tiles()
- Enhances method to handle packages greater than 500GB with
ArcGIS Online
- Enhances method to handle packages greater than 500GB with
- Utility Functions for Mapping
arcgis.realtime
StreamLayer
- Adds parameter table to
subscribe()
documentatation
- Adds parameter table to
feeds
- New Classes for configuring Kafka authentication:
arcgis.widgets
MapView
- Adds methods:
basemap
- Updates property to account for new options
- Updates messaging and behavior when accessing basemaps requiring authentication
arcgis.apps
storymap
hub
- Refactors many aspects of the module:
- Adds classes:
Site
Page
(refactor ofIndicator
)SiteManager
PageManager
(refactor ofIndicatorManager
)
- Updates functionality for Hub Basic
- Adds classes:
- Refactors many aspects of the module:
survey123
Survey
generate_report()
- ENH-000135370 Improves error messaging when method fails to run
- Adds
save_folder
argument to:
arcgis.learn
- Adds warning to numerous models when there is an imbalance of class data and provide suggestion to use
stratification
- Data Preparation Methods
prepare_tabulardata
- Adds parameters:
stratify
- Adds parameters:
prepare_data()
- Adds
None
as option forbatch_size
argument - Adds support for
Meta Raster Format
imagery forSuperResolution
,CycleGAN
, andPix2Pix
models - Adds keyword arguments:
bands_of_interest
timesteps_of_interest
channels_of_interest
n_temporal
n_temporal_dates
- Adds
- Automated Machine Learning
- Object Detection Models
- Adds models:
- Adds support for
batch_size
parameter inpredict()
methods - Adds precision score as a metric returned by
fit()
for:MaskRCNN
RetinaNet
MMDetection
MaskRCNN
- Implements test time augmentation for:
fit()
predict()
show_results()
average_precision_score()
- Implements test time augmentation for:
- 3d Models
- Feature, Tabular, and Timeseries models
- Adds models:
TimeSeriesModel
- Adds parameters:
location_var
- Adds multivariate support for space time cubes
load()
- Adds deep learning package and parent directory support for
- Adds parameters:
- Unstructured Text Models
TextClassifier
predict()
- Adds parameters:
explain
explain_index
- Adds parameters:
- Inferencing Methods
- Adds documentation to note support for ArcGIS Image for ArcGIS Online to:
arcgis.auth
- Adds classes:
arcgis.apps.tools
Fixes
- Adds warning message indicating
verify_cert=False
is a security risk
Guides
- System requirements
- Updates link and phrasing for Install with minimum dependencies link
- Enriching GIS data with thematic information
- Updates entire
Introduction to GeoEnrichment
guide - Updates to output maps for all guides
- Updates explanations in all guides
- Updates entire
- Imagery and raster analysis
- Fixes missing map output for:
Orthomapping Guide Part 2
- Updates visualization for section 3.2.3 Use DEM to visualize scenes
- Performing network analyses
- Fixed relative links in each Introduction section
Module Changes
arcgis.gis
GIS
- Fixes Public Repo Issue #1263) where notebooks opened in
ArcGIS Pro
and usingpro
authentication fail to recognize token - Fixes bug with Windows authentication not honoring
verify_cert=False
when there is an invalid SSL certificate - Fixes issue when using Windows Authentication or Kerberos to connect to a Geoprocessing Service in organization deployed to ArcGIS Kubernetes
- Fixes issue where certain proxies blocked OAuth authentication
- Fixes issue where server cannot be properly accessed with Windows Authentication on single-machine deployments
- Fixes Public Repo Issue #1349 where connecting returns
InsecureRequestWarning
when settinguse_gen_token
andverify_cert
toTrue
hosting_servers
- Fixes issue where property was not honoring proxy methods
- Fixes issue with connecting to servers protected by LDAP
- Fixes Public Repo Issue #1263) where notebooks opened in
Item
metadata
- Fixes Public Repo Issue #611 where assignment fails with strings longer than 32767 characters
usage()
- Fixes issue where dates were transformed incorrectly if
as_df
argument wasTrue
- Fixes issue where dates were transformed incorrectly if
update()
- Fixes failure to update
item
if it resides in a folder - Removes
commentsEnabled
parameter from table as no longer supported on a peritem
basis
- Fixes failure to update
ContentManager
clone_items()
- BUG-000147274 Fixes issue with failing to clone item metadata
- BUG-000149255 Fixes
KeyError
when cloning Solutions apps - BUG-000152758 Fixes issue where layers in a group layer were not being cloned
- BUG-000153477 Fixes issue where method attempted to clone Living Atlas layers
advanced_search()
- Updates to parameter table formatting
search()
- BUG-000152801 Fixes issue where
categories
parameter was improperly formatted in sent request
- BUG-000152801 Fixes issue where
Group
- Fixes Public Repo Issue #1279 issue where not all properties were being returned when searching so provider value was always returning
None
- Fixes Public Repo Issue #1279 issue where not all properties were being returned when searching so provider value was always returning
ResourceManager
get()
- Fixes return value formatting when
try_json=False
- Fixes return value formatting when
User
reassign_to()
- BUG-000153399 Fixes issue where exceptions raised if items have related items
arcgis.gis.admin
AGOLAdminManager
history()
- Fixes Public Repo Issue #1385 where method returns
JSONDecodeError
ifdata_format
argument isdf
orraw
- Fixes Public Repo Issue #1385 where method returns
IdentityProviderManager
- Fixes Public Repo Issue #827
JSONDecodeError
withconfiguration
andproperties
- Fixes Public Repo Issue #827
CollaborationManager
- BUG-000149914 Fixes
list()
not returning all results if more than 100 collaborations exist
- BUG-000149914 Fixes
Webhook
update()
- Fixes
Exception: Unable to update webhook
error when attempting to run method
- Fixes
arcgis.gis.server
LogManager
query()
- BUG-000149808 Updates doc options for
start_time
andend_time
arguments to usedatetime
objects
- BUG-000149808 Updates doc options for
Server
- Fixes error when running
publish_sd()
asynchronously
- Fixes error when running
ItemInformationManager
properties
- Fixes issue brought by Esri Community Post where the
properties
setter did not set properties
- Fixes issue brought by Esri Community Post where the
ServicesDirectory
list()
- Fixes incorrect return values for Geoprocessing Services
arcgis.gis.nb
arcgis.features
FeatureLayer
query()
- Fixes error when setting
return_distinct_values
toTrue
and specifying multipleout_fields
- Fixes error when setting
properties
- Fixes failure to load on layers with a
VersionManagementService
andattachments
enabled
- Fixes failure to load on layers with a
edit_features()
- BUG-000142118 Fixes issue in environments without
ArcPy
where method fails to add polygon features with holes
- BUG-000142118 Fixes issue in environments without
Spatially Enabled DataFrame
(GeoAccessor)- Fixes Public Repo Issue #1295
Could not load dataset
error returned when using these methods when columns contain non-finite values, such asNA
orInf
:from_layer()
to_featureclass()
to_table()
- Fixes properties returning incorrect value:
plot()
- Replaces duplicate
symbol_type
withsymbol_style
in parameter table documentation - Fixes rendering for default value
- Replaces duplicate
from_df()
- Fixes error in handling the spatial reference in environments without
ArcPy
- Fixes error in handling the spatial reference in environments without
to_featureclass()
- Fixes Public Repo Issue #627 where method mutates the calling object's index
- Fixes Public Repo Issue #1297 where
ValueError
occurs if geometry column set to one not namedSHAPE
to_featurelayer()
- Fixes error when
np.nan
values exist within the data in environment withoutArcPy
- Fixes error when
to_featureset()
- Fixes Public Repo Issue #1281
AttributeError
regarding.str
accessor when data frame has column withnp.nan
values
- Fixes Public Repo Issue #1281
from_table()
- Fixes Public Repo Issue #1272 where
AttributeError
raised regarding_as_array
when run inArcGIS Pro
- Fixes Public Repo Issue #1272 where
from_xy()
- Fixes Public Repo Issue #1282
ModuleNotFoundError
regardinggeomet
missing from dependencies - Fixes issue where the object created from this method would not render all features properly
- Fixes Public Repo Issue #1282
- Fixes Public Repo Issue #1295
GeoSeriesAccessor
(geom
namespace onSHAPE
column)- Fixes Public Repo Issue #1357 where spatial reference other than
{"wkid":4326}
returned incorrect spatial reference in non-ArcPy
environments for: join()
- Fixes Public Repo Issue #1338 where
Different Spatial References
error returned if spatial references match butlatestWkid
value defined in spatial reference
- Fixes Public Repo Issue #1338 where
- Fixes Public Repo Issue #1357 where spatial reference other than
FeatureSet
from_dict()
- Fixes issue with improperly setting the geometry when calling
sdf
property - Fixes error when using
sdf
to create an empty dataframe fromFeatureSet
with emptySHAPE
column andArcPy
not in environment
- Fixes issue with improperly setting the geometry when calling
from_geojson()
- Fixes Public Repo Issue #1404 where method incorrectly altered geometry of Multipolygons and removed information
Feature
- Updates various code snippet documentation
Table
- Fixes Public Repo Issue #1265 where
append()
inArcGIS Enterprise
fails withError downlaoding item from Portal
because of failure to pass token
- Fixes Public Repo Issue #1265 where
arcgis.features.managers
FeatureLayerCollectionManager
create_view()
- BUG-000150669 Fixes
Unable to add layer View for this hosted service
error if the layer used was non-sequential layer ID in ArcGIS Pro - BUG-000149641 Fixes output location to be in layer owner's content when run by an organization administration
- BUG-000150669 Fixes
UtilityNetworkManager
- Updates documentation parameter tables for:
ValidationManager
- Updates documentation for
evaluate()
- Updates documentation for
SyncManager
create()
- Fixes incorrect parameter names in API Reference
arcgis.features.analysis
- Adds note indicating which ArcGIS Enterprise release version introduces the
overwrite
key for thecontext
dictionary - Adds error messaging when the required
input_layer
argument is not provided and ifGIS
object is not initialized
arcgis.features.manage_data
extract_data()
- Fixes bug where
AttributeError
returned whendata_format
argument not provided - Fixes bug where
output_name
not honored by some output types
- Fixes bug where
arcgis.raster
RasterCollection
filter_by_time()
- Fixes incorrect output when method is chained with other filters
map()
- Fixes failure when using cloud data
Raster
path
- Returns incorrect value for object created from an Image Service url
RasterManager
update()
- BUG-000149205 Fixes documentation error for
raster_id
parameter in table and code sample
- BUG-000149205 Fixes documentation error for
ImageryLayer
legend()
- Enhances the HTML output for legend when the type of legend is
stretched
- Enhances the HTML output for legend when the type of legend is
arcgis.raster.analytics
create_image_collection()
- BUG-000145660 Fixes
Portal refresh item
error whenimage_collection
argument has spaces
- BUG-000145660 Fixes
copy_raster()
- Fixes incorrect output on
ArcGIS Online
ifinput_rasters
argument is a folder with white space in the name
- Fixes incorrect output on
arcgis.geocoding
batch_geocode()
- Fixes
KeyError
:'location' if address was not matchedas_featureset
argument isTrue
- Fixes
arcgis.geoenrichment
enrich()
- Fixes
AssertionError
regarding permissions check when connecting to organization withapi_key
- Fixes
TypeError
withNamedArea
asstudy_areas
argument - Updates documentation to reference details for argument formatting
- Removes warning that defaults are used when no enrich variables are explicitly entered
- Updates performance for
Spatially Enabled Dataframes
- Fixes issues so
study_areas
argument can be Geometry objects, Dictionaries, or Spatially Enabled DataFrames - Fixes failure to return all records when enriching local data
- Fixes
Country()
- Fixes
TypeError
when accessinggeometry
property - Fixes
ValueError
when initializing object with local data inArcGIS Pro
- Fixes
arcgis.geometry
arcgis.mapping
- Working with 2D Maps
WebMap
- BUG-000153476 Fixes issue initializing from an
item
iforg_settings
not present gallery_basemaps
- Fixes
AttributeError
when setting property - Updates documentation to reflect appropriate return value
- Fixes
basemap
- Fixes
AttributeError
when setting property
- Fixes
add_layer()
- Fixes return value when an
Item
is used as input - Fixes issue where login dialog appears when adding secure layers if authenticated using
ArcGIS Pro
authentication
- Fixes return value when an
save()
- Fixes bug where new basemap was not saved
- BUG-000153476 Fixes issue initializing from an
OfflineMapAreaManager
create()
- BUG-000152778 Fixes
UnboundLocalError
whenmax_scale
andmin_scale
are set
- BUG-000152778 Fixes
- Working with 3D Maps
- Significant updates to properties, methods and internal code operations, including adding the ability to rebuild and update cache, as well as update attributes on Scene Layers published through a Feature Service:
- Working with Map Service Layers
- Updates to internal code of properties and methods for:
VectorTileLayerManager
edit_tile_service()
- BUG-000149882 Fixes failure to edit when modifying
export_tiles_allowed
property - BUG-000149883 Updates documentation for
source_item_id
to note argument is optional - BUG-000149884 Fixes
No valid values available to edit the service
error with various arguments
- BUG-000149882 Fixes failure to edit when modifying
arcgis.apps
storymap
Storymap
- Fixes issue where object failed to initialize when using
ArcGIS Enterprise
nodes
property- Updates return format to an easier format to read
get()
method- Updates error messaging if searching for non-existent node
- Updates search mechanism to return all main nodes with various text value inputs
save()
methoditle- Fixes issue where url was set incorrectly when
publish=True
- Fixes issue where title was being overwritten during publishing
- Fixes issue with thumbnail showing as broken picture in the Item pane
- Fixes issue where url was set incorrectly when
- Fixes issue where object failed to initialize when using
Map
map
- Fixes creating initial viewpoint and center when creating new node before adding map to story
Sidecar
remove_slide()
- Fixes bug where deleting slide removed resource even if it was still being used
arcgis.learn
- Fixes various access errors because checkpoints and folders were being created in incorrect working directory locations
- Fixes issue with backbones not downloading correctly ever after install of
arcgis_dl_backbones
- Fixes
from_model()
ignoringchip_size
of the supplied model - Data Preparation Methods
prepare_data()
- Fixes
IndexError
with multiple folder workflow if classes are different in each folder - Fixes inconsistent behavior between RGB and Multispectral data when using
show_batch()
- Fixes null geometry error during internal conversions
- Fixes failue if number of data points exceeds 65000
- Removes unncessary warning messages regarding class imbalance
- Fixes
- Automated Machine Learning
AutoDL
- Fixes issue where
show_results()
displayed results incorrectly from predicted results - Fixes divide by zero error while calculating max epochs
- Fixes error while saving a trained model
- Fixes issue where
AutoML
- Fixes datum transformation with output features class when using ArcGIS Pro
Train Using AutoML (GeoAI)
tool - Fixes bugs due to change of datatype from numpy to pandas
- Fixes
json
serialisation error due tonumpy.int64
- Fixes class imbalance warning
save()
- Fixes issue where saving more than once returned
FileNotFoundError
- Fixes issue where saving more than once returned
- Fixes datum transformation with output features class when using ArcGIS Pro
ImageryModel
load(()
- Fixes errors with
emd
files created from:
- Fixes errors with
- Object Classification Models
FeatureClassifier
- Fixes issue where parameter in model file to process a full image was not being recognized
- Object Detection Models
FasterRCNN
- Fixes incorrect metric calculations at the end of each epoch
- Fixes issue with
show_results()
displaying white images when objects initialized from NAIP Imagery
MaskRCNN
- Fixes
AttributeError: 'ListedColormap'
failures for:show_batch()
show_results()
fit()
- Fixes
ValueError math domain error
- Fixes
- Fixes
YOLOv3
- Fixes
show_results
returning faded images predict()
- Fixes issue where axes displayed in imagery visualization
- Fixes
- Image Translation Models
Pix2PixHD
from_model()
- Fixes
TypeError
regarding multiple backbones issue when using a checkpoint file
- Fixes
- 3d Models
- Image Translation Models
CycleGAN
- Removes erroneous matplotlib warning message with
show_results()
- Removes erroneous matplotlib warning message with
- Feature, Tabular, anad Timeseries models
TimeSeriesModel
predict()
- Fixes error when run on object created with
from_model()
- Fixes error when run on object created with
FullyConnectedNetwork
predict()
- Fixes issue where no prediction field existed in the final predicted dataframe
- Model Management
train_model()
- Fixes
Division by zero
erro when training multiple folders and data folders are empty
- Fixes