DiskInfoCLI
DiskInfoCLI.main()
DiskInfoCLI.default
main()
FindRecentCheckpointCLI
FindRecentCheckpointCLI.main()
FindRecentCheckpointCLI.default
FixupPredictKwcocoMetadata
FixupPredictKwcocoMetadata.main()
FixupPredictKwcocoMetadata.default
fixup_pxl_pred_node_dpath()
RecommendSizeAdjustmentsCLI
RecommendSizeAdjustmentsCLI.main()
RecommendSizeAdjustmentsCLI.default
UnpackModelCLI
UnpackModelCLI.main()
UnpackModelCLI.default
unpack_model()
extract_package_contents()
PrepareColdTransferConfig
PrepareColdTransferConfig.default
PrepareSplitsConfig
PrepareSplitsConfig.default
prep_splits()
PrepareTA2Config
PrepareTA2Config.default
PrepareTA2Config.main()
TeamFeaturePipelineConfig
TeamFeaturePipelineConfig.default
prep_feats()
PrepareTimeAverages
PrepareTimeAverages.default
BASDatasetConfig
BASDatasetConfig.default
BASDatasetConfig.normalize()
build_combined_stac()
input_stac_to_kwcoco()
run_stac_to_cropped_kwcoco()
BasFusionConfig
BasFusionConfig.default
run_bas_fusion_for_baseline()
filter_kwcoco_images_by_datetime()
DinoSVConfig
DinoSVConfig.default
run_dino_sv()
DzyneParallelSiteValiConfig
DzyneParallelSiteValiConfig.default
run_dzyne_parallel_site_vali_for_baseline()
FixupConfig
FixupConfig.default
RunIARPAMetricsCLI
RunIARPAMetricsCLI.main()
RunIARPAMetricsCLI.default
PseudoliveConsolidateConfig
PseudoliveConsolidateConfig.default
run_pseudolive_consolidate()
PsuedoliveCopyPreviousConfig
PsuedoliveCopyPreviousConfig.default
run_copy_previous_region_model()
ACSCDatasetConfig
ACSCDatasetConfig.default
run_generate_acsc_cropped_kwcoco()
SCFusionConfig
SCFusionConfig.default
run_sc_fusion_for_baseline()
SVDatasetConfig
SVDatasetConfig.default
run_generate_sv_cropped_kwcoco()
TeamFeatLandcover
TeamFeatLandcover.default
TeamFeatColdConfig
TeamFeatColdConfig.default
TeamFeatInvariantsConfig
TeamFeatInvariantsConfig.default
run_uky_invariants_for_baseline()
TeamFeatLandcoverConfig
TeamFeatLandcoverConfig.default
run_landcover_for_baseline()
TeamFeatMAE
TeamFeatMAE.default
UploadRGDConfig
UploadRGDConfig.default
get_model_results()
upload_to_rgd()
post_site()
FinishInstallCLI
FinishInstallCLI.main()
FinishInstallCLI.default
parse_requirements()
animate_visualizations()
BaselineFrameworkIngressConfig
BaselineFrameworkIngressConfig.default
BaselineFrameworkIngressConfig.normalize()
baseline_framework_ingress()
read_input_stac_items()
load_input_stac_items()
ClusterSiteConfig
ClusterSiteConfig.default
ClusterSiteConfig.main()
cluster_single_region_sites()
build_clustered_models()
CocoAddIgnoreBufferConfig
CocoAddIgnoreBufferConfig.default
AddWatchFieldsConfig
AddWatchFieldsConfig.default
AddWatchFieldsConfig.normalize()
AssetExtractConfig
AssetExtractConfig.default
AssetExtractConfig.normalize()
ImageExtractConfig
ImageExtractConfig.default
ExtractConfig
ExtractConfig.default
ExtractConfig.normalize()
CocoAlignGeotiffConfig
CocoAlignGeotiffConfig.default
SimpleDataCube
SimpleDataCube.demo()
SimpleDataCube.query_image_overlaps()
SimpleDataCube.extract_overlaps()
extract_image_job()
serialize_kwimage_boxes()
SkipImage
CocoAverageFeaturesConfig
CocoAverageFeaturesConfig.default
split_channel_names_by_grammar()
check_kwcoco_file()
merge_kwcoco_channels()
CleanGeotiffConfig
CleanGeotiffConfig.default
probe_image_issues()
probe_asset()
probe_asset_imdata()
probe_band_imdata()
fix_single_asset()
fix_geotiff_ondisk()
draw_asset_summary()
CocoCombineFeatures
CocoCombineFeatures.default
combine_auxiliary_features()
associate_images()
CocoCropTrackConfig
CocoCropTrackConfig.default
make_track_kwcoco_manifest()
generate_crop_jobs()
run_crop_asset_task()
CocoReformatChannels
CocoReformatChannels.default
reformat_obj()
schedule_quantization()
CocoRemoveBadImagesConfig
CocoRemoveBadImagesConfig.default
compute_asset_disk_usage()
is_image_empty()
find_empty_images()
CocoSpectraConfig
CocoSpectraConfig.default
HistAccum
HistAccum.update()
HistAccum.finalize()
single_persensor_table()
sensor_stats_tables()
ensure_intensity_sidecar()
ensure_intensity_stats()
plot_intensity_histograms()
TimeCombineConfig
TimeCombineConfig.default
combine_kwcoco_channels_temporally()
get_quality_mask()
estimate_top_quality_images()
merge_images()
generate_frames()
filter_image_ids_by_season()
UpdateGeotiffMetadataConfig
UpdateGeotiffMetadataConfig.default
CocoVisualizeConfig
CocoVisualizeConfig.default
SkipFrame
SkipChanGroup
video_track_info()
TrackInfoLookup
TrackInfoLookup.get_track_trail_by_video_id()
select_fixed_normalization()
draw_chan_group()
draw_polyline_on_image()
CollectEnvCLI
CollectEnvCLI.main()
CollectEnvCLI.default
get_pip_packages()
run_and_read_all()
concat_kwcoco_datasets()
SiteFilterConfig
SiteFilterConfig.default
CropSitesToRegionsConfig
CropSitesToRegionsConfig.default
filter_sites()
filter_gdf_in_utm()
DrawRegionCLI
DrawRegionCLI.main()
DrawRegionCLI.default
default_feat()
to_date()
extend()
extend_clone()
create()
FindDVCConfig
FindDVCConfig.main()
FindDVCConfig.default
FitCLI
FitCLI.main()
FitCLI.default
FixRegionModelsCLI
FixRegionModelsCLI.default
fakefloat
DecimalEncoder
DecimalEncoder.default()
defaultencode()
special_dumps()
fix_region_model()
GeojsonSiteStatsConfig
GeojsonSiteStatsConfig.default
GeojsonSiteStatsConfig.main()
gdf_site_overlaps()
viz_site_stats()
geopandas_shape_stats()
KWCocoFromGeotiffConfig
KWCocoFromGeotiffConfig.default
filter_band_files()
ingest_landsat_directory()
ingest_sentinel2_directory()
make_coco_img_from_geotiff()
make_coco_img_from_auxiliary_geotiffs()
make_coco_img_from_auxiliary_dicts()
find_geotiffs()
MergeRegionModelConfig
MergeRegionModelConfig.default
combine_region_models()
PredictCLI
PredictCLI.main()
PredictCLI.default
reindex_ids()
pseudolive_consolidate()
compute_iou()
ReprojectAnnotationsConfig
ReprojectAnnotationsConfig.default
ReprojectAnnotationsConfig.main()
ReprojectAnnotationsConfig.normalize()
check_sitemodel_assumptions()
separate_region_model_types()
expand_site_models_with_site_summaries()
make_pseudo_sitemodels()
validate_site_dataframe()
assign_sites_to_images()
propogate_site()
keyframe_interpolate()
plot_poc_keyframe_interpolate()
plot_image_and_site_times()
draw_geospace()
is_nonish()
MetricsConfig
MetricsConfig.default
MetricsConfig.main()
ensure_thumbnails()
KWCocoToGeoJSONConfig
KWCocoToGeoJSONConfig.default
coco_create_observation()
predict_phase_changes()
smooth_observation_scores()
classify_site()
coco_create_site_header()
convert_kwcoco_to_iarpa()
coco_track_to_site()
assign_sites_to_videos()
add_site_summary_to_kwcoco()
coco_video_gdf()
assign_videos_to_regions()
coco_remove_out_of_bound_tracks()
demo()
SmartflowEgressConfig
SmartflowEgressConfig.default
smartflow_egress_with_arg_processing()
smartflow_egress()
fallback_copy()
SmartflowIngressConfig
SmartflowIngressConfig.default
smartflow_ingress()
SplitVideoConfig
SplitVideoConfig.default
StacSearchConfig
StacSearchConfig.default
StacSearcher
StacSearcher.by_geometry()
StacSearcher.by_id()
area_query()
StacToCocoConfig
StacToCocoConfig.default
normalize_str()
make_coco_aux_from_stac_asset()
stac_to_kwcoco()
summarize_stac_item()
TorchModelStatsConfig
TorchModelStatsConfig.default
torch_checkpoint_stats()
torch_model_stats()
fallback()
ValidateAnnotationConfig
ValidateAnnotationConfig.default
ValidateAnnotationConfig.main()
validate_data_contents()
validate_schemas()
validate_region_model_content()
validate_site_content()
WatchCocoStats
WatchCocoStats.main()
WatchCocoStats.default
coco_watch_stats()
build_year_summary()
coco_sensorchan_gsd_stats()
render_toy_georeferenced_image()
write_demo_geotiff()
RegionModelGenerator
SiteModelGenerator
SiteModelGenerator.SITE_PHASES
random_region_model()
random_observables()
random_site_model()
make_site_summary()
random_geo_points()
random_geo_polygon()
random_time_sequence()
utm_epsg_from_latlon()
project_gdf_to_local_utm()
find_local_meter_epsg_crs()
get_crs84()
generate_demo_metrics_framework_data()
perterb_site_model()
PerterbModel
PerterbModel.perterb_single_site()
perterb_single_site_model()
demo_khq_annots()
demo_smart_annots()
demo_khq_region_fpath()
demo_smart_region_fpath()
dummy_rpc_geotiff_fpath()
grab_landsat_product()
grab_nitf_fpath()
bands_sentinel2()
grab_sentinel2_product()
coerce_kwcoco()
demo_kwcoco_multisensor()
demo_kwcoco_with_heatmaps()
hack_in_heatmaps()
hack_in_timedata()
hack_seed_geometadata_in_dset()
random_inscribed_polygon()
demo_dataset_with_regions_and_sites()
CocoGeoVideo
CocoGeoVideo.warp_vid_from_wld
CocoGeoVideo.warp_wld_from_vid
CocoGeoVideo.images
CocoGeoVideo.corners()
CocoGeoVideo.wld_crs
CocoGeoVideo.wld_corners_gdf
RegionModel
RegionModel.info()
RegionModel.load_schema()
RegionModel.site_summaries()
RegionModel.coerce()
RegionModel.pandas_summaries()
RegionModel.pandas_region()
RegionModel.pandas_header()
RegionModel.pandas_body()
RegionModel.random()
RegionModel.add_site_summary()
RegionModel.region_id
RegionModel.fixup()
RegionModel.fix_multipolygons()
RegionModel.remove_invalid_properties()
RegionModel.ensure_comments()
RegionModel.infer_header()
SiteModel
SiteModel.info()
SiteModel.load_schema()
SiteModel.header
SiteModel.observations()
SiteModel.pandas_observations()
SiteModel.pandas_site()
SiteModel.pandas_header()
SiteModel.pandas_body()
SiteModel.random()
SiteModel.as_summary()
SiteModel.region_id
SiteModel.site_id
SiteModel.status
SiteModel.fix_geom()
SiteModel.fix_sensor_names()
SiteModel.fix_current_phase_salient()
SiteModel.fix_multipolygons()
SiteModel.fixup()
SiteModel.fix_aliased_properties()
SiteModel.fix_old_schema_properties()
SiteModel.ensure_isodates()
SiteModel.clamp_scores()
SiteModel.remove_invalid_properties()
Point
RegionHeader
RegionHeader.empty()
RegionHeader.coerce()
RegionHeader.ensure_isodates()
SiteSummary
SiteSummary.from_geopandas_frame()
SiteSummary.as_site()
SiteSummary.fixup()
SiteSummary.coerce()
SiteSummary.random()
SiteHeader
SiteHeader.empty()
SiteHeader.as_summary()
SiteHeader.coerce()
SiteHeader.random()
Observation
Observation.coerce()
Observation.observation_date
Observation.random()
Observation.empty()
ModelCollection
ModelCollection.fixup()
ModelCollection.validate()
PointModelCollection
SiteModelCollection
SiteModelCollection.as_region_model()
SiteModelCollection.to_point_model()
SiteModelCollection.coerce()
PointModel
handle_error()
coerce_site_or_region_model()
sentinel2_grid()
AggregateLoader
AggregateLoader.coerce_aggregators()
AggregateLoader.default
AggregateLoader.normalize()
AggregateEvluationConfig
AggregateEvluationConfig.coerce_aggregators()
AggregateEvluationConfig.default
AggregateEvluationConfig.main()
AggregateEvluationConfig.normalize()
run_aggregate()
TopResultsReport
AggregatorAnalysisMixin
AggregatorAnalysisMixin.macro_analysis()
AggregatorAnalysisMixin.varied_param_counts()
AggregatorAnalysisMixin.dump_varied_parameter_report()
AggregatorAnalysisMixin.varied_parameter_report()
AggregatorAnalysisMixin.analyze()
AggregatorAnalysisMixin.report_best()
AggregatorAnalysisMixin.resource_summary_table()
AggregatorAnalysisMixin.resource_summary_table_friendly()
AggregatorAnalysisMixin.report_resources()
AggregatorAnalysisMixin.make_summary_analysis()
AggregatorAnalysisMixin.make_result_node_symlinks()
AggregatorAnalysisMixin.build_plotter()
AggregatorAnalysisMixin.plot_all()
Aggregator
Aggregator.demo()
Aggregator.build()
Aggregator.primary_macro_region
Aggregator.filterto()
Aggregator.compress()
Aggregator.metrics
Aggregator.resources
Aggregator.index
Aggregator.requested_params
Aggregator.specified_params
Aggregator.resolved_params
Aggregator.default_vantage_points
Aggregator.build_effective_params()
Aggregator.find_macro_comparable()
Aggregator.gather_macro_compatable_groups()
Aggregator.build_macro_tables()
Aggregator.build_single_macro_table()
inspect_node()
aggregate_param_cols()
macro_aggregate()
hash_param()
hash_regions()
nan_eq()
build_tables()
load_result_worker()
new_process_context_parser()
load_result_resolved()
out_node_matching_fpaths()
build_plotter()
build_all_param_plots()
build_special_columns()
preprocess_table_for_seaborn()
ParamPlotter
ParamPlotter.plot_requested()
ParamPlotter.plot_resources()
ParamPlotter.plot_overviews()
ParamPlotter.plot_params()
ParamPlotter.plot_vantage_per_region_overview()
ParamPlotter.plot_vantage_macro_overview()
ParamPlotter.plot_vantage_params()
edit_distance()
suggest_did_you_mean()
shrink_param_names()
SkipPlot
Vantage2
Vantage2.name
Vantage2.metric1
Vantage2.metric2
Vantage2.scale1
Vantage2.scale2
Vantage
Vantage.metric1
Vantage.metric2
Vantage.scale1
Vantage.scale2
Vantage.objective1
Vantage.objective2
Vantage.name
ConfusorAnalysisConfig
ConfusorAnalysisConfig.default
ConfusorAnalysisConfig.normalize()
ConfusionAnalysis
ConfusionAnalysis.reload()
ConfusionAnalysis.load_geojson_models()
ConfusionAnalysis.load_confusion_assignment()
ConfusionAnalysis.load_new_stage_stuff()
ConfusionAnalysis.add_confusion_to_geojson_models()
ConfusionAnalysis.build_hard_cases()
ConfusionAnalysis.dump_confusion_geojson()
ConfusionAnalysis.dump_hardneg_geojson()
ConfusionAnalysis.dump_hardneg_kwcoco()
ConfusionAnalysis.dump_confusion_kwcoco()
ConfusionAnalysis.dump_summary_viz()
ConfusionAnalysis.dump_site_case_viz()
ConfusionAnalysis.build_site_confusion_cases()
make_case()
visualize_case()
make_pred_score_timeline()
make_case_timeline()
visualize_all_timelines()
differentiate_site_id()
fix_site_id()
coco_upgrade_track_ids()
make_summary_visualization()
to_styled_kml()
nan_to_null()
safediv()
ManagerConfig
ManagerConfig.default
ManagerConfig.main()
DVCExptManager
DVCExptManager.summarize()
DVCExptManager.list()
DVCExptManager.coerce()
DVCExptManager.pull_packages()
DVCExptManager.gather_packages()
DVCExptManager.add_packages()
DVCExptManager.repackage_checkpoints()
DVCExptManager.push_packages()
DVCExptManager.push()
DVCExptManager.pull()
DVCExptManager.reverse_hash_lookup()
ExperimentState
ExperimentState.VERSIONED_COLUMNS
ExperimentState.STAGING_COLUMNS
ExperimentState.staging_rows()
ExperimentState.versioned_rows()
ExperimentState.staging_table()
ExperimentState.versioned_table()
ExperimentState.cross_referenced_tables()
ExperimentState.list()
ExperimentState.summarize()
ExperimentState.repackage_checkpoints()
ExperimentState.copy_packages_to_dvc()
ExperimentState.add_packages_to_dvc()
ExperimentState.gather_packages()
ExperimentState.add_packages()
ExperimentState.push_packages()
checkpoint_filepath_info()
summarize_tables()
UserAbort
Pipeline
Pipeline.demo()
Pipeline.submit()
Pipeline.node_dict
Pipeline.build_nx_graphs()
Pipeline.inspect_configurables()
Pipeline.configure()
Pipeline.print_process_graph()
Pipeline.print_io_graph()
Pipeline.print_commands()
Pipeline.print_graphs()
Pipeline.submit_jobs()
Pipeline.make_queue()
bash_printf_literal_string()
glob_templated_path()
Node
Node.connect()
Node.key
IONode
IONode.final_value
IONode.key
InputNode
OutputNode
OutputNode.final_value
OutputNode.template_value
OutputNode.matching_fpaths()
memoize_configured_method
memoize_configured_property()
ProcessNode
ProcessNode.name
ProcessNode.executable
ProcessNode.algo_params
ProcessNode.perf_params
ProcessNode.in_paths
ProcessNode.out_paths
ProcessNode.primary_out_key
ProcessNode.group_dname
ProcessNode.configure()
ProcessNode.condensed
ProcessNode.final_config
ProcessNode.final_perf_config
ProcessNode.final_algo_config
ProcessNode.final_in_paths
ProcessNode.template_out_paths
ProcessNode.final_out_paths
ProcessNode.final_node_dpath
ProcessNode.final_root_dpath
ProcessNode.template_group_dpath
ProcessNode.template_node_dpath
ProcessNode.template_root_dpath
ProcessNode.predecessor_process_nodes()
ProcessNode.successor_process_nodes()
ProcessNode.ancestor_process_nodes()
ProcessNode.depends
ProcessNode.algo_id
ProcessNode.process_id
ProcessNode.inputs
ProcessNode.outputs
ProcessNode.command
ProcessNode.test_is_computed_command()
ProcessNode.does_exist
ProcessNode.outputs_exist
ProcessNode.final_command()
ProcessNode.find_template_outputs()
demodata_pipeline()
demo_pipeline_run()
PipelineDAG
coerce_pipeline()
RepackageConfig
RepackageConfig.default
RepackageConfig.main()
repackage()
looks_like_training_directory()
inspect_checkpoint_context()
suggest_package_name_for_checkpoint()
parse_and_init_config()
torch_load_cpu()
repackage_single_checkpoint()
load_meta()
ScheduleEvaluationConfig
ScheduleEvaluationConfig.default
ScheduleEvaluationConfig.main()
ScheduleEvaluationConfig.normalize()
schedule_evaluation()
ensure_iterable()
SmartGlobalHelper
SmartGlobalHelper.TARGET_METRICS
SmartGlobalHelper.VIZ_BLOCKLIST
SmartGlobalHelper.EXTRA_HASHID_IGNORE_COLUMNS
SmartGlobalHelper.EXTRA_PATH_COLUMNS
SmartGlobalHelper.LABEL_MAPPINGS
SmartGlobalHelper.shared_palettes()
SmartGlobalHelper.make_param_palette()
SmartGlobalHelper.region_palette()
SmartGlobalHelper.label_modifier()
SmartGlobalHelper.default_vantage_points()
SmartGlobalHelper.mark_star_models()
SmartGlobalHelper.mark_delivery()
SmartGlobalHelper.populate_test_dataset_bundles()
SmartGlobalHelper.get_delivered_model_params()
SmartGlobalHelper.custom_channel_relabel()
SmartGlobalHelper.custom_channel_relabel_mapping()
SmartGlobalHelper.print_minmax_times()
SmartGlobalHelper.threshold_param_groups()
FeatureComputation
FeatureComputation.executable
FeatureComputation.group_dname
FeatureComputation.in_paths
FeatureComputation.command()
FeatureComputation.condensed
FeatureUnion
FeatureUnion.name
FeatureUnion.executable
FeatureUnion.group_dname
FeatureUnion.in_paths
FeatureUnion.out_paths
FeatureUnion.command()
HeatmapPrediction
HeatmapPrediction.executable
HeatmapPrediction.group_dname
HeatmapPrediction.perf_params
HeatmapPrediction.in_paths
HeatmapPrediction.algo_params
HeatmapPrediction.out_paths
HeatmapPrediction.command()
PolygonPrediction
PolygonPrediction.executable
PolygonPrediction.group_dname
PolygonPrediction.default_track_fn
PolygonPrediction.in_paths
PolygonPrediction.out_paths
PolygonPrediction.command()
PolygonEvaluation
PolygonEvaluation.executable
PolygonEvaluation.group_dname
PolygonEvaluation.in_paths
PolygonEvaluation.out_paths
PolygonEvaluation.perf_params
PolygonEvaluation.command()
HeatmapEvaluation
HeatmapEvaluation.executable
HeatmapEvaluation.group_dname
HeatmapEvaluation.in_paths
HeatmapEvaluation.out_paths
HeatmapEvaluation.command()
KWCocoVisualization
KWCocoVisualization.executable
KWCocoVisualization.group_dname
KWCocoVisualization.in_paths
KWCocoVisualization.out_paths
KWCocoVisualization.command()
InvariantFeatureComputation
InvariantFeatureComputation.name
InvariantFeatureComputation.out_paths
MaterialFeatureComputation
MaterialFeatureComputation.name
MaterialFeatureComputation.out_paths
LandcoverFeatureComputation
LandcoverFeatureComputation.name
LandcoverFeatureComputation.out_paths
BAS_HeatmapPrediction
BAS_HeatmapPrediction.name
BAS_HeatmapPrediction.algo_params
BAS_HeatmapPrediction.condensed
SC_HeatmapPrediction
SC_HeatmapPrediction.name
SC_HeatmapPrediction.algo_params
SC_HeatmapPrediction.condensed
BAS_PolygonPrediction
BAS_PolygonPrediction.name
BAS_PolygonPrediction.default_track_fn
BAS_PolygonPrediction.final_algo_config
SC_PolygonPrediction
SC_PolygonPrediction.name
SC_PolygonPrediction.default_track_fn
SC_PolygonPrediction.final_algo_config
BAS_HeatmapEvaluation
BAS_HeatmapEvaluation.name
SC_HeatmapEvaluation
SC_HeatmapEvaluation.name
BAS_PolygonEvaluation
BAS_PolygonEvaluation.name
SC_PolygonEvaluation
SC_PolygonEvaluation.name
BAS_Visualization
BAS_Visualization.name
SC_Visualization
SC_Visualization.name
Cropping
Cropping.executable
Cropping.group_dname
Cropping.algo_params
Cropping.perf_params
Cropping.in_paths
Cropping.condensed
Cropping.command()
SiteClustering
SiteClustering.executable
SiteClustering.name
SiteClustering.group_dname
SiteClustering.algo_params
SiteClustering.perf_params
SiteClustering.in_paths
SiteClustering.out_paths
SC_Cropping
SC_Cropping.name
SC_Cropping.group_dname
SC_Cropping.algo_params
SC_Cropping.out_paths
SV_Cropping
SV_Cropping.name
SV_Cropping.algo_params
SV_Cropping.out_paths
SV_DepthPredict
SV_DepthPredict.name
SV_DepthPredict.executable
SV_DepthPredict.group_dname
SV_DepthPredict.in_paths
SV_DepthPredict.out_paths
SV_DepthPredict.algo_params
SV_DepthPredict.command()
SV_DepthFilter
SV_DepthFilter.name
SV_DepthFilter.executable
SV_DepthFilter.group_dname
SV_DepthFilter.in_paths
SV_DepthFilter.out_paths
SV_DepthFilter.algo_params
SV_DepthFilter.command()
DinoBoxDetector
DinoBoxDetector.name
DinoBoxDetector.executable
DinoBoxDetector.group_dname
DinoBoxDetector.in_paths
DinoBoxDetector.out_paths
DinoBoxDetector.algo_params
DinoBoxDetector.perf_params
DinoBoxDetector.command()
SV_DinoFilter
SV_DinoFilter.name
SV_DinoFilter.executable
SV_DinoFilter.group_dname
SV_DinoFilter.in_paths
SV_DinoFilter.out_paths
SV_DinoFilter.algo_params
SV_DinoFilter.command()
bas_nodes()
sc_nodes()
make_smart_pipeline_nodes()
make_smart_pipeline()
dzyne_sv_only_pipeline()
parse_json_header()
parse_json_header_cached()
trace_json_lineage()
load_iarpa_evaluation()
load_pxl_eval()
Found
resolve_cross_machine_path()
global_ureg()
relevant_pred_pxl_config()
parse_resource_item()
find_pred_pxl_item()
find_info_items()
find_track_item()
find_metrics_framework_item()
find_pxl_eval_item()
patch_albumentations_for_311()
fix_sorted_set()
patch_kwutil_toplevel()
disable_lightning_hardware_warnings()
patch_numpy_dtypes()
patch_numpy_2x()
fix_pil_version()
disable_tensorflow_warnings()
fix_gelu_issue()
fix_package_modules()
fix_torchmetrics_compatability()
load_site_model_schema()
load_region_model_schema()
load_job_schema()
geoidgrid_path()
dem_path()
requirement_path()
StacSearchBuilderConfig
StacSearchBuilderConfig.default
print_provider_debug_information()
check_processed_regions()
build_search_json()
parallel_map_items()
maps()
associate_msi_pan()
AssembleColdKwcocoConfig
AssembleColdKwcocoConfig.default
assemble_main()
get_gdal_transform()
read_json_metadata()
ExportColdKwcocoConfig
ExportColdKwcocoConfig.default
export_cold_main()
NoMatchingColdCurve
extract_features()
ColdPredictConfig
ColdPredictConfig.default
cold_predict_main()
mask_value()
qabitval_array_HLS()
qabitval_array()
qabitval_array_c2()
load_data()
single_image_stacking_hls()
single_image_stacking_hls14()
single_image_stacking()
single_image_stacking_collection2()
checkfinished_step1()
checkfinished_step2()
checkfinished_step3_partition()
checkfinished_step3_nopartition()
get_extent()
get_feature()
explode()
bbox()
PrepareKwcocoConfig
PrepareKwcocoConfig.default
prepare_kwcoco_main()
qa_decoding()
qa_decoding_no_boundary()
setup_logging()
hist_cut()
minmax_norm()
artificial_surface_index()
stack_kwcoco()
stack_kwcoco_PD()
process_one_coco_image()
tileprocessing_report()
reading_start_dates_nmaps()
is_finished_cold_blockfinished()
is_finished_assemble_cmmaps()
get_stack_date()
TileProcessingKwcocoConfig
TileProcessingKwcocoConfig.default
tile_process_main()
TransferCocoConfig
TransferCocoConfig.default
transfer_features_main()
WriteColdCocoConfig
WriteColdCocoConfig.default
cold_writing_kwcoco_main()
get_backbone()
set_download_dir()
WVRgbDataset
WVSuperRgbDataset
Scale
Scale.changeScale()
CenterCrop
CenterCrop.centerCrop()
ToTensor
ToTensor.to_tensor()
ToNumpy
ToNumpy.to_numpy()
Normalize
Normalize.normalize()
Lighting
pad()
unpad()
minmax()
equalizeRGB()
normalizeRGB()
load_image()
readRasterImage()
modify_bn()
MultiTaskModel
MultiTaskModel.forward()
MultiTaskModel.test_step()
MultiTaskModel.add_model_specific_args()
anisotropic_diffusion()
fake_model()
run_inference()
process_image_chunked()
FilterTracksConfig
FilterTracksConfig.default
mwe_tensorflow()
ScoreTracksConfig
ScoreTracksConfig.default
score_tracks()
BuildingValidatorConfig
BuildingValidatorConfig.default
make_decisions()
building_in_image_features()
CouldNotValidate
BuildingDetectorConfig
BuildingDetectorConfig.default
WrapperDataset
dino_preproc_item()
dino_predict()
trunc_normal_()
drop_path()
DropPath
DropPath.forward()
init_weights()
FeedForward
FeedForward.unwrapped
FeedForward.forward()
Attention
Attention.unwrapped
Attention.forward()
Block
Block.forward()
DecoderLinear
DecoderLinear.no_weight_decay()
DecoderLinear.forward()
MaskTransformerDecoder
MaskTransformerDecoder.no_weight_decay()
MaskTransformerDecoder.forward()
MaskTransformerDecoder.get_attention_map()
PositionalEncoding
PositionalEncoding.forward()
BERTEmbedding
BERTEmbedding.forward()
BERT
BERT.forward()
MulticlassClassification
MulticlassClassification.forward()
BERTClassification
BERTClassification.forward()
ResidualSequential
ResidualSequential.forward()
ResidualAttentionSequential
ResidualAttentionSequential.forward()
assert_allclose()
MultiheadSelfAttention
MultiheadSelfAttention.forward()
MetaModuleProperties
ModuleProperties
ModuleProperties.getattr()
new_attention_layer()
new_mlp_layer()
ChannelwiseTransformerEncoderLayer
ChannelwiseTransformerEncoderLayer.forward()
TimmEncoder
MM_VITEncoder
MM_VITEncoder.initialize_from_pretrained()
MM_VITEncoder.forward()
DeiTEncoder
DeiTEncoder.forward()
PerceiverEncoder
PerceiverEncoder.forward()
FusionEncoder
FusionEncoder.forward()
default()
cache_fn()
PreNorm
PreNorm.forward()
GEGLU
GEGLU.forward()
BackboneEncoderDecoder
TransformerEncoderDecoder
TransformerEncoderDecoder.forward()
TransformerEncoderLayerExtended
VanillaTransformerEncoder
VanillaTransformerEncoder.forward()
MM_VITEncoderDecoder
MM_VITEncoderDecoder.pretrained_fpath_shortnames
MM_VITEncoderDecoder.initialize_from_pretrained()
MM_VITEncoderDecoder.forward()
BlurPool
BlurPool.forward()
get_pad_layer()
double_conv
double_conv.forward()
inconv
inconv.forward()
down
down.forward()
up
up.forward()
outconv
outconv.forward()
UNet
UNet.forward()
pair()
Transformer
Transformer.forward()
ViT
ViT.forward()
wu_backbone()
affinity_sample()
make_soft_mask()
hard_time_sample_pattern()
soft_frame_affinity()
hard_frame_affinity()
cython_aff_samp_mod()
TimeSampleError
show_affinity_sample_process()
plot_dense_sample_indices()
plot_temporal_sample_indices()
plot_temporal_sample()
CommonSamplerMixin
CommonSamplerMixin.from_coco_video()
CommonSamplerMixin.from_datetimes()
MultiTimeWindowSampler
MultiTimeWindowSampler.sample()
MultiTimeWindowSampler.affinity
MultiTimeWindowSampler.show_summary()
TimeWindowSampler
TimeWindowSampler.update_affinity()
TimeWindowSampler.compute_affinity()
TimeWindowSampler.main_indexes
TimeWindowSampler.sample()
TimeWindowSampler.show_summary()
TimeWindowSampler.show_affinity()
TimeWindowSampler.show_procedure()
TimeKernel
TimeKernel.coerce()
TimeKernel.coerce_multiple()
TimeKernel.make_soft_mask()
TimeKernel.plot()
MultiTimeKernelTransformer
MultiTimeKernelTransformer.bare_kernel()
MultiTimeKernelTransformer.paren_kernel()
MultiTimeKernelTransformer.multi_kernel()
parse_multi_time_kernel()
guess_missing_unixtimes()
coerce_time_kernel()
coerce_multi_time_kernel()
BatchVisualizationBuilder
BatchVisualizationBuilder.populate_demo_output()
BatchVisualizationBuilder.build()
colorize_weights()
SpacetimeAugmentMixin
resolve_scale_request()
abslog_scaling()
fliprot()
fliprot_annot()
inv_fliprot_annot()
inv_fliprot()
samecolor_nodata_mask()
MultiscaleMask
MultiscaleMask.update()
MultiscaleMask.apply()
MultiscaleMask.masked_fraction
KWCocoVideoDataModuleConfig
KWCocoVideoDataModuleConfig.default
KWCocoVideoDataModule
KWCocoVideoDataModule.setup()
KWCocoVideoDataModule.train_dataset
KWCocoVideoDataModule.test_dataset
KWCocoVideoDataModule.vali_dataset
KWCocoVideoDataModule.add_argparse_args()
KWCocoVideoDataModule.compatible()
KWCocoVideoDataModule.draw_batch()
KWCocoVideoDatasetConfig
KWCocoVideoDatasetConfig.default
KWCocoVideoDatasetConfig.normalize()
TruthMixin
GetItemMixin
GetItemMixin.getitem()
IntrospectMixin
IntrospectMixin.draw_item()
IntrospectMixin.summarize_item()
BalanceMixin
PreprocessMixin
PreprocessMixin.cached_dataset_stats()
PreprocessMixin.compute_dataset_stats()
MiscMixin
MiscMixin.reseed()
MiscMixin.coco_dset
MiscMixin.make_loader()
BackwardCompatMixin
BackwardCompatMixin.new_sample_grid
KWCocoVideoDataset
more_demos()
worker_init_fn()
FailedSample
Modality
Modality.sensor
Modality.channels
Modality.domain
Domain
Domain.sensor
Domain.channels
Domain.video_name
BatchItem
BatchItem.asdict()
BatchItem.draw()
BatchItem.demo()
BatchItem.summarize()
HeterogeneousBatchItem
HeterogeneousBatchItem.num_frames
HeterogeneousBatchItem.sensorchan_histogram
HeterogeneousBatchItem.demo()
HeterogeneousBatchItem.draw()
HeterogeneousBatchItem.summarize()
HomogeneousBatchItem
HomogeneousBatchItem.demo()
RGBImageBatchItem
RGBImageBatchItem.frame
RGBImageBatchItem.channels
RGBImageBatchItem.imdata_chw
RGBImageBatchItem.nonlocal_class_ohe
RGBImageBatchItem.demo()
UncollatedBatch
HeterogeneousBatch
UncollatedRGBImageBatch
UncollatedRGBImageBatch.demo()
UncollatedRGBImageBatch.coerce()
UncollatedRGBImageBatch.from_items()
UncollatedRGBImageBatch.collate()
CollatedBatch
CollatedBatch.asdict()
CollatedRGBImageBatch
CollatedRGBImageBatch.to()
NetworkOutputs
UncollatedNetworkOutputs
CollatedNetworkOutputs
CollatedNetworkOutputs.decollate()
decollate()
QA_SpecMixin
QA_SpecMixin.draw_labels()
QA_BitSpecTable
QA_BitSpecTable.mask_any()
QA_BitSpecTable.describe_values()
unpack_bit_positions()
QA_ValueSpecTable
QA_ValueSpecTable.mask_any()
QA_ValueSpecTable.describe_values()
QA_SpecRegistry
QA_SpecRegistry.query_table()
QA_SpecRegistry.find_table()
SMARTDataMixin
SMARTDataMixin.check_balanced_sample_tree()
draw_cloudmask_viz()
SpacetimeGridBuilder
SpacetimeGridBuilder.build()
SpacetimeGridBuilder.visualize()
ImagePropertyCacher
ImagePropertyCacher.get_warp_vid_from_img()
ImagePropertyCacher.get_image_valid_region_in_vidspace()
sample_video_spacetime_targets()
MultimodalTransformerConfig
MultimodalTransformerConfig.default
MultimodalTransformerConfig.normalize()
MultimodalTransformer
MultimodalTransformer.add_argparse_args()
MultimodalTransformer.compatible()
MultimodalTransformer.configure_optimizers()
MultimodalTransformer.overfit()
MultimodalTransformer.prepare_item()
MultimodalTransformer.forward_step()
MultimodalTransformer.forward_item()
MultimodalTransformer.forward_foot()
MultimodalTransformer.training_step()
MultimodalTransformer.optimizer_step()
MultimodalTransformer.parameter_hacking()
MultimodalTransformer.validation_step()
MultimodalTransformer.test_step()
MultimodalTransformer.save_package()
MultimodalTransformer.forward()
MultimodalTransformer.get_cfgstr()
slice_to_agree()
perterb_params()
normal_init()
bias_init_with_prob()
conv_ws_2d()
ConvWS2d
ConvWS2d.forward()
build_norm_layer()
build_conv_layer()
ConvModule
ConvModule.norm
ConvModule.forward()
multi_apply()
RetinaHead
RetinaHead.init_weights()
RetinaHead.forward_single()
RetinaHead.forward()
calc_iou()
FocalLoss
FocalLoss.forward()
drop_connect()
round_repeats()
round_filters()
load_pretrained_weights()
Identity
Identity.forward()
Conv2dStaticSamePadding
Conv2dStaticSamePadding.forward()
Conv2dDynamicSamePadding
Conv2dDynamicSamePadding.forward()
get_same_padding_conv2d()
BlockArgs
BlockArgs.expand_ratio
BlockArgs.id_skip
BlockArgs.input_filters
BlockArgs.kernel_size
BlockArgs.num_repeat
BlockArgs.output_filters
BlockArgs.se_ratio
BlockArgs.stride
GlobalParams
GlobalParams.batch_norm_epsilon
GlobalParams.batch_norm_momentum
GlobalParams.depth_coefficient
GlobalParams.depth_divisor
GlobalParams.drop_connect_rate
GlobalParams.dropout_rate
GlobalParams.image_size
GlobalParams.min_depth
GlobalParams.num_classes
GlobalParams.width_coefficient
BlockDecoder
BlockDecoder.decode()
BlockDecoder.encode()
efficientnet_params()
efficientnet()
get_model_params()
Swish
Swish.forward()
SwishImplementation
SwishImplementation.forward()
SwishImplementation.backward()
MemoryEfficientSwish
MemoryEfficientSwish.forward()
MBConvBlock
MBConvBlock.forward()
MBConvBlock.set_swish()
EfficientNet
EfficientNet.set_swish()
EfficientNet.extract_features()
EfficientNet.forward()
EfficientNet.from_name()
EfficientNet.from_pretrained()
EfficientNet.get_image_size()
EfficientNet.get_list_features()
ClipBoxes
ClipBoxes.forward()
xavier_init()
BiFPNModule
BiFPNModule.init_weights()
BiFPNModule.forward()
BIFPN
BIFPN.init_weights()
BIFPN.forward()
BBoxTransform
BBoxTransform.forward()
shift()
generate_anchors()
Anchors
Anchors.forward()
EfficientDetCoder
EfficientDetCoder.decode_batch()
EfficientDet
EfficientDet.forward()
EfficientDet.freeze_bn()
EfficientDet.train()
EfficientDet.extract_feat()
TaskHeads
TaskHeads.forward()
TaskHeads.compute_loss()
to_next_multiple()
positions_from_shape()
PadToMultiple
PadToMultiple.forward()
NanToNum
NanToNum.forward()
ShapePreservingTransformerEncoder
ShapePreservingTransformerEncoder.forward()
ScaleAwarePositionalEncoder
ScaleAwarePositionalEncoder.forward()
MipNerfPositionalEncoder
MipNerfPositionalEncoder.forward()
ScaleAgnostictPositionalEncoder
ScaleAgnostictPositionalEncoder.forward()
ResNetShim
ResNetShim.forward()
HeterogeneousModel
HeterogeneousModel.get_cfgstr()
HeterogeneousModel.process_input_tokens()
HeterogeneousModel.process_query_tokens()
HeterogeneousModel.forward()
HeterogeneousModel.shared_step()
HeterogeneousModel.training_step()
HeterogeneousModel.validation_step()
HeterogeneousModel.test_step()
HeterogeneousModel.predict_step()
HeterogeneousModel.forward_step()
HeterogeneousModel.log_grad_norm()
HeterogeneousModel.save_package()
HeterogeneousModel.configure_optimizers()
coerce_criterion()
RobustModuleDict
RobustModuleDict.repl_dot
RobustModuleDict.repl_empty
RobustModuleDict.pop()
RobustParameterDict
RobustParameterDict.repl_dot
RobustParameterDict.repl_empty
RobustParameterDict.pop()
OurDepthwiseSeparableConv
OurDepthwiseSeparableConv.feature_info()
OurDepthwiseSeparableConv.forward()
DWCNNTokenizer
LinearConvTokenizer
ConvTokenizer
ConvTokenizer.forward()
RearrangeTokenizer
RearrangeTokenizer.forward()
torch_safe_stack()
NoopModel
NoopModel.get_cfgstr()
NoopModel.forward()
NoopModel.shared_step()
NoopModel.training_step()
NoopModel.forward_step()
NoopModel.configure_optimizers()
NoopModel.save_package()
DetrDecoderForObjectDetection
DetrDecoderForObjectDetection.forward()
TorchvisionWrapper
TorchvisionWrapper.define_ots_model()
TorchvisionWrapper.forward()
TorchvisionWrapper.collate()
TorchvisionSegmentationWrapper
TorchvisionClassificationWrapper
TorchvisionDetectionWrapper
EfficientNetB7
EfficientNetB7.define_ots_model()
FCNResNet50
FCNResNet50.define_ots_model()
FCNResNet50.forward()
FCNResNet50.save_package()
FCNResNet50.forward_step()
Resnet50
Resnet50.forward()
Resnet50.forward_step()
Resnet50.define_ots_model()
Resnet50.training_step()
Resnet50.on_before_batch_transfer()
UNetBaseline
UNetBaseline.get_cfgstr()
UNetBaseline.process_frame()
UNetBaseline.process_example()
UNetBaseline.process_batch()
UNetBaseline.encode_frame()
UNetBaseline.encode_example()
UNetBaseline.encode_batch()
UNetBaseline.forward()
UNetBaseline.shared_step()
UNetBaseline.training_step()
UNetBaseline.validation_step()
UNetBaseline.test_step()
UNetBaseline.predict_step()
UNetBaseline.forward_step()
UNetBaseline.save_package()
ExtendTorchMixin
ExtendTorchMixin.reset_weights()
ExtendTorchMixin.devices()
ExtendTorchMixin.main_device
MSIDemoDataMixin
MSIDemoDataMixin.demo_dataset_stats()
MSIDemoDataMixin.demo_batch()
LightningModelMixin
LightningModelMixin.has_trainer
DeprecatedMixin
DeprecatedMixin.configure_optimizers()
OverfitMixin
OverfitMixin.overfit()
PackageMixin
PackageMixin.load_package()
CoerceMixins
DatasetStatsMixin
DatasetStatsMixin.set_dataset_specific_attributes()
WatchModuleMixins
demo_coco_stitching_manager()
CocoStitchingManager
CocoStitchingManager.accumulate_image()
CocoStitchingManager.managed_image_ids()
CocoStitchingManager.ready_image_ids()
CocoStitchingManager.submit_finalize_image()
CocoStitchingManager.flush_images()
CocoStitchingManager.seen_image_ids
CocoStitchingManager.finalize_image()
quantize_image()
fix_slice()
SegmentationEvalConfig
SegmentationEvalConfig.default
single_image_segmentation_metrics()
draw_confusion_image()
colorize_class_probs()
draw_truth_borders()
dump_chunked_confusion()
evaluate_segmentations()
MaxQueuePool
MaxQueuePool.submit()
MaxQueuePool.pool_queue_callback()
MaxQueuePool.shutdown()
coerce_initializer()
custom_yaml_load()
custom_yaml_dump()
SmartTrainer
SmartTrainer.log_dpath
TorchGlobals
TorchGlobals.setup()
WeightInitializer
WeightInitializer.setup()
SmartLightningCLI
SmartLightningCLI.configure_optimizers()
SmartLightningCLI.add_arguments_to_parser()
instantiate_datamodule()
make_cli()
Registery
Registery.pandas()
Registery.list()
Registery.query()
DictRegistery
DictRegistery.add()
DictRegistery.set()
DictRegistery.remove()
DictRegistery.read()
ListRegistery
ListRegistery.append()
ListRegistery.read()
ListRegistery.pandas()
NewDVCRegistery
FitRegistery
FitRegistery.append()
FitRegistery.peek()
FitRegisteryCLI
FitRegisteryCLI.Append
FitRegisteryCLI.Append.main()
FitRegisteryCLI.Append.default
FitRegisteryCLI.List
FitRegisteryCLI.List.main()
FitRegisteryCLI.List.default
FitRegisteryCLI.Peek
FitRegisteryCLI.Peek.main()
FitRegisteryCLI.Peek.default
train_time_helper_scripts()
DataModuleConfigMixin
DataModuleConfigMixin.default
PredictConfig
PredictConfig.default
build_stitching_managers()
resolve_datamodule()
PeriodicMemoryMonitor
PeriodicMemoryMonitor.check()
predict()
Predictor
millify()
load_model_from_package()
load_model_header()
Lambda
Lambda.forward()
DimensionDropout
DimensionDropout.forward()
SinePositionalEncoding
SinePositionalEncoding.forward()
model_json()
pretext
pretext.TASK_NAMES
pretext.forward()
pretext.shared_step()
pretext.training_step()
pretext.validation_step()
pretext.predict()
pretext.predict_before_after()
pretext.train_dataloader()
pretext.val_dataloader()
pretext.configure_optimizers()
pretext.task_neck()
pretext.pixel_classification_head()
pretext.image_classification_head()
change
change.head()
change.forward()
change.shared_step()
change.training_step()
change.validation_step()
change.validation_epoch_end()
change.run_test()
change.train_dataloader()
change.val_dataloader()
change.configure_optimizers()
kwcoco_dataset
kwcoco_dataset.S2_channel_names
kwcoco_dataset.L8_channel_names
kwcoco_dataset.common_channel_names
kwcoco_dataset.get_img()
kwcoco_dataset.num_channels()
InvariantPredictConfig
InvariantPredictConfig.default
InvariantPredictConfig.normalize()
Predictor.forward()
pretext.generate_pca_matrix()
pretext.on_save_checkpoint()
pretext.save_package()
pretext.load_package()
segmentation_model
segmentation_model.forward()
segmentation_model.shared_step()
segmentation_model.training_step()
segmentation_model.validation_step()
segmentation_model.test_step()
segmentation_model.train_epoch_end()
segmentation_model.validation_epoch_end()
segmentation_model.run_test()
segmentation_model.train_dataloader()
segmentation_model.val_dataloader()
segmentation_model.configure_optimizers()
segmentation_model.save_package()
segmentation_model.load_package()
S2Dataset
WVDataset
imresize()
run()
predict_image()
normalize()
get_device()
get_model_device()
load_model()
ModelInfo
ModelInfo.create_dataset()
ModelInfo.model_outputs
ModelInfo.load_model()
S2ModelInfo
S2ModelInfo.create_dataset()
S2ModelInfo.model_outputs
S2ModelInfo.load_model()
WVModelInfo
WVModelInfo.create_dataset()
WVModelInfo.model_outputs
WVModelInfo.load_model()
lookup_model_info()
double_conv()
UNetR
UNetR.forward()
LandcoverPredictConfig
LandcoverPredictConfig.default
get_output_file()
MAEPredictConfig
MAEPredictConfig.default
WatchDataset
WatchDataset.S2_l2a_channel_names
WatchDataset.S2_channel_names
WatchDataset.L8_channel_names
WatchDataset.update_target_properties()
MAE
MAE.forward()
MaeCityscape
MaeCityscape.forward()
MaeCityscape.shared_step()
sigmoid()
Predict
RegionResult
RegionResult.region_id
RegionResult.region_model
RegionResult.site_models
RegionResult.bas_dpath
RegionResult.sc_dpath
RegionResult.unbounded_site_status
RegionResult.from_dpath_and_anns_root()
RegionResult.bas_df
RegionResult.site_ids
RegionResult.sc_df
RegionResult.sc_te_df
RegionResult.sc_phasetable
merge_bas_metrics_results()
merge_sc_metrics_results()
merge_metrics_results()
iarpa_bas_color_legend()
viz_sc()
viz_sc_gantt()
viz_sc_multi()
PolyFromPointCLI
PolyFromPointCLI.main()
PolyFromPointCLI.default
convert_polygons_to_region_model()
extract_polygons()
image_predicted()
show_mask()
load_sam()
comput_average_boxes()
get_vidspace_info()
load_point_annots()
convert_points_to_poly_with_sam_method()
RunAllPointgenCLI
RunAllPointgenCLI.default
SAMConfig
SAMConfig.default
rgb_from_kwcoco_frame()
SAMWrapperDataset
DenseFeaturePredictor
DenseFeaturePredictor.short_code
DenseFeaturePredictor.chan_code
DenseFeaturePredictor.proc_name
DenseFeaturePredictor.WrapperDsetClass
DenseFeaturePredictor.setup()
DenseFeaturePredictor.run()
DenseFeaturePredictor.predict_batch()
SAMFeaturePredictor
SAMFeaturePredictor.short_code
SAMFeaturePredictor.proc_name
SAMFeaturePredictor.chan_code
SAMFeaturePredictor.WrapperDsetClass
SAMFeaturePredictor.predict_batch()
TrackFunction
TrackFunction.forward()
TrackFunction.apply_per_video()
TrackFunction.safe_apply()
TrackFunction.safe_partition()
TrackFunction.safe_union()
NoOpTrackFunction
NoOpTrackFunction.forward()
NewTrackFunction
NewTrackFunction.forward()
NewTrackFunction.create_tracks()
NewTrackFunction.add_tracks_to_dset()
WrappedSingleVideoCocoDataset
binary()
rescaled_binary()
probs()
rescaled_probs()
mean_normalized()
frequency_weighted_mean()
DataFrameFilter
DataFrameFilter.filter_dataframe()
TimePolygonFilter
TimePolygonFilter.filter_dataframe()
TimeSplitFilter
TimeSplitFilter.filter_dataframe()
ResponsePolygonFilter
ResponsePolygonFilter.filter_dataframe()
site_validation()
time_aggregated_polys()
TimeAggregatedPolysConfig
TimeAggregatedPolysConfig.default
TimeAggregatedPolysConfig.normalize()
CommonTrackFn
CommonTrackFn.default
CommonTrackFn.normalize()
TrackFnWithSV
TrackFnWithSV.site_validation
TrackFnWithSV.site_validation_span_steps
TrackFnWithSV.site_validation_thresh
TrackFnWithSV.default
TimeAggregatedBAS
TimeAggregatedBAS.thresh
TimeAggregatedBAS.key
TimeAggregatedBAS.agg_fn
TimeAggregatedBAS.create_tracks()
TimeAggregatedBAS.add_tracks_to_dset()
TimeAggregatedBAS.default
TimeAggregatedSC
TimeAggregatedSC.thresh
TimeAggregatedSC.key
TimeAggregatedSC.bg_key
TimeAggregatedSC.boundaries_as
TimeAggregatedSC.create_tracks()
TimeAggregatedSC.add_tracks_to_dset()
TimeAggregatedSC.default
TimeAggregatedSV
TimeAggregatedSV.thresh
TimeAggregatedSV.key
TimeAggregatedSV.boundaries_as
TimeAggregatedSV.span_steps
TimeAggregatedSV.create_tracks()
TimeAggregatedSV.add_tracks_to_dset()
TimeAggregatedSV.default
MonoTrack
MonoTrack.forward()
as_shapely_polys()
OverlapTrack
OverlapTrack.min_overlap
OverlapTrack.forward()
OverlapTrack.default
dedupe_annots()
remove_small_annots()
ensure_videos()
dedupe_tracks()
shapely_round()
normalize_phases()
dedupe_dates()
run_tracking_pipeline()
FoundNothing
PolygonExtractConfig
PolygonExtractConfig.default
heatmaps_to_polys()
viterbi()
class_label_smoothing()
interpolate()
baseline()
sort_by_gid()
ensure_post()
dedupe_background_anns()
current_date()
phase_prediction_baseline()
PolygonExtractor
PolygonExtractor.predict()
PolygonExtractor.predict_polygons()
PolygonExtractor.show()
PolygonExtractor.draw_intermediate()
PolygonExtractor.draw_timesequence()
PolygonExtractor.demo()
PolygonExtractor.demodata()
impute_nans()
impute_nans2()
FeatureCube
FeatureCube.take_channels()
FeatureCube.window_max()
FeatureCube.demo()
FeatureCube.draw()
TimeIntervalSequence
TimeIntervalSequence.apply_grouping()
TimeIntervalSequence.coerce()
TimeInterval
TimeInterval.start
TimeInterval.stop
TimeInterval.coerce()
TimeInterval.closed()
TimeInterval.random()
toydata_demo()
real_data_demo_case_1()
real_data_demo_case_2()
real_data_demo_case_3()
real_data_demo_case_1_fixed()
generate_real_example()
LabelMask
LabelMask.colorize()
LabelMask.resize()
LabelMask.demo()
LabelMask.to_multi_polygons()
coco_make_track_gdf()
imread_many()
trackid_is_default()
check_only_bg()
gpd_sort_by_gid()
gpd_len()
gpd_compute_scores()
score_track_polys()
score_poly()
mask_to_polygons()
visualize_videos()
are_bas_dct()
viz_track_scores()
space7_sort
space7_sort.head()
space7_sort.forward()
space7_sort.shared_step()
space7_sort.training_step()
space7_sort.validation_step()
space7_sort.train_dataloader()
space7_sort.val_dataloader()
space7_sort.configure_optimizers()
time_sort
time_sort.head()
time_sort.forward()
time_sort.shared_step()
time_sort.training_step()
time_sort.validation_step()
time_sort.train_dataloader()
time_sort.val_dataloader()
time_sort.configure_optimizers()
AutoResumer
AutoResumer.on_init_start()
AutoResumer.recent_checkpoints()
BatchPlotter
BatchPlotter.setup()
BatchPlotter.add_argparse_args()
BatchPlotter.draw_batch()
BatchPlotter.draw_if_ready()
BatchPlotter.on_train_batch_end()
BatchPlotter.on_validation_batch_end()
BatchPlotter.on_test_batch_end()
Packager
Packager.add_argparse_args()
Packager.setup()
Packager.on_fit_start()
Packager.on_fit_end()
Packager.on_exception()
default_save_package()
StateLogger
StateLogger.setup()
StateLogger.teardown()
StateLogger.on_fit_start()
StateLogger.on_fit_end()
StateLogger.on_save_checkpoint()
StateLogger.on_sanity_check_start()
StateLogger.on_sanity_check_end()
StateLogger.on_exception()
LightningTelemetry
LightningTelemetry.add_argparse_args()
LightningTelemetry.setup()
LightningTelemetry.on_fit_start()
LightningTelemetry.on_fit_end()
LightningTelemetry.on_train_epoch_end()
LightningTelemetry.on_exception()
TensorboardPlotter
TensorboardPlotter.on_train_epoch_end()
TensorboardPlotter.on_validation_epoch_end()
TensorboardPlotter.on_test_epoch_end()
TextLogger
TextLogger.setup()
TextLogger.teardown()
TextLogger.on_fit_start()
TextLogger.on_fit_end()
TextLogger.state_dict()
TextLogger.load_state_dict()
TextLogger.on_train_start()
TextLogger.on_train_end()
TextLogger.on_sanity_check_start()
TextLogger.on_sanity_check_end()
TextLogger.on_exception()
TextLogger.on_train_epoch_start()
TextLogger.on_train_epoch_end()
TextLogger.on_validation_epoch_end()
TextLogger.on_validation_epoch_start()
get_init_arguments_and_types()
str_to_bool_or_str()
str_to_bool_or_int()
str_to_bool()
parse_docstring_args()
add_arginfos_to_parser()
add_argparse_args()
LightningToyNet2d
LightningToyNet2d.forward()
LightningToyNet2d.get_cfgstr()
LightningToyNet2d.forward_step()
LightningToyNet2d.validation_step()
LightningToyNet2d.training_step()
LightningToyNet2d.train_dataloader()
LightningToyNet2d.val_dataloader()
LightningToyNet2d.configure_optimizers()
demo_trainer()
LightningCLI_Extension
LightningCLI_Extension.init_parser()
LightningCLI_Extension.parse_arguments()
parse_gpu_ids()
coerce_devices()
coerce_accelerator_devices()
model_hparams()
RawDescriptionDefaultsHelpFormatter
ArgumentParser
ArgumentParser.parse_known_args()
DiceLoss
DiceLoss.forward()
MaskedDiceLoss
MaskedDiceLoss.forward()
GeneralizedWassersteinDiceLoss
GeneralizedWassersteinDiceLoss.forward()
GeneralizedWassersteinDiceLoss.wasserstein_distance_map()
DiceCELoss
DiceCELoss.ce()
DiceCELoss.forward()
DiceFocalLoss
DiceFocalLoss.forward()
Dice
dice_ce
dice_focal
generalized_wasserstein_dice
UnexpectedSymbol
utf8_encoder()
Lexer()
parse_value()
parse_string()
basic_parse_basecoro()
filter_image_ids()
populate_watch_fields()
coco_populate_geo_heuristics()
coco_populate_geo_img_heuristics2()
coco_populate_geo_video_stats()
check_kwcoco_spatial_transforms()
check_geo_transform_consistency()
check_unique_channel_names()
coco_list_asset_infos()
check_geotiff_formats()
rewrite_geotiffs()
geotiff_format_info()
ensure_transfered_geo_data()
transfer_geo_metadata()
transfer_geo_metadata2()
coco_channel_stats()
TrackidGenerator
TrackidGenerator.update_generator()
TrackidGenerator.exclude_trackids()
coco_img_wld_info()
warp_annot_segmentations_from_geos()
warp_annot_segmentations_to_geos()
visualize_rois()
covered_image_geo_regions()
covered_video_geo_regions()
covered_annot_geo_regions()
reorder_video_frames()
pick_channels()
Remedian
Remedian.add_obs()
Result
Result.to_dict()
Result.demo()
ResultTable
ResultTable.table
ResultTable.result_list
ResultTable.demo()
ResultTable.coerce()
ResultTable.varied
ResultAnalysis
ResultAnalysis.demo()
ResultAnalysis.run()
ResultAnalysis.analysis()
ResultAnalysis.table
ResultAnalysis.metric_table()
ResultAnalysis.varied
ResultAnalysis.abaltion_groups()
ResultAnalysis.tune()
ResultAnalysis.ablate()
ResultAnalysis.abalation_groups()
ResultAnalysis.abalate()
ResultAnalysis.test_group()
ResultAnalysis.build()
ResultAnalysis.report()
ResultAnalysis.conclusions()
ResultAnalysis.plot()
SkillTracker
SkillTracker.predict_win()
SkillTracker.observe()
UnhashablePlaceholder
varied_values()
varied_value_counts()
GroupbyFutureWrapper
fix_groupby()
aggregate_stats()
stats_dict()
combine_stats()
combine_stats_arrs()
ReverseHashTable
ReverseHashTable.load()
ReverseHashTable.register()
ReverseHashTable.query()
condense_config()
SimpleDVC
SimpleDVC.init()
SimpleDVC.cache_dir
SimpleDVC.demo_dpath()
SimpleDVC.coerce()
SimpleDVC.find_root()
SimpleDVC.add()
SimpleDVC.pathsremove()
SimpleDVC.check_ignore()
SimpleDVC.git_pull()
SimpleDVC.git_push()
SimpleDVC.git_commit()
SimpleDVC.git_commitpush()
SimpleDVC.push()
SimpleDVC.pull()
SimpleDVC.request()
SimpleDVC.unprotect()
SimpleDVC.is_tracked()
SimpleDVC.find_file_tracker()
SimpleDVC.find_dir_tracker()
SimpleDVC.read_dvc_sidecar()
SimpleDVC.resolve_cache_paths()
SimpleDVC.find_sidecar_paths()
SimpleDVC.resolve_sidecar()
SimpleDVC_CLI
SimpleDVC_CLI.Add
SimpleDVC_CLI.Add.main()
SimpleDVC_CLI.Add.default
SimpleDVC_CLI.Request
SimpleDVC_CLI.Request.main()
SimpleDVC_CLI.Request.default
SimpleDVC_CLI.CacheDir
SimpleDVC_CLI.CacheDir.main()
SimpleDVC_CLI.CacheDir.default
dicts_contain()
SENTINEL2
LANDSAT8
LANDSAT7
PLANETSCOPE_8BAND
ALL_BANDS
EO_COMMONNAMES
GROUND
specialized_index_bands()
specialized_index_bands2()
parse_delimited_argstr()
DataRegistry
DataRegistry.pandas()
DataRegistry.list()
DataRegistry.add()
DataRegistry.set()
DataRegistry.remove()
DataRegistry.read()
DataRegistry.query()
DataRegistry.find()
find_dvc_dpath()
find_smart_dvc_dpath()
dotdict_to_nested()
dotkeys_to_nested()
DotDict
DotDict.from_nested()
DotDict.to_nested()
DotDict.to_nested_keys()
DotDict.prefix_get()
DotDict.add_prefix()
DotDict.insert_prefix()
DotDict.print_graph()
DotDict.query_keys()
indexable_to_graph()
explore_nested_dict()
egress_item()
ingress_item()
download_mtd_msil1c()
download_file()
download_http_file()
CacheItemOutputS3Wrapper
IngressProcessEgressWrapper
download_region()
determine_region_id()
AWS_S3_Command
AWS_S3_Command.cmd_known_flags
AWS_S3_Command.cmd_known_keyvals
AWS_S3_Command.update()
AWS_S3_Command.finalize()
AWS_S3_Command.run()
ta2_collate_output()
fixup_and_validate_site_and_region_models()
check_region_and_site_models_agree()
NodeStateDebugger
NodeStateDebugger.print_environment()
NodeStateDebugger.print_local_invocation()
NodeStateDebugger.print_current_state()
NodeStateDebugger.print_directory_contents()
PrintLogger
PrintLogger.info()
PrintLogger.debug()
PrintLogger.error()
PrintLogger.warning()
PrintLogger.critical()
FSPath
FSPath.get_filesystem_class()
FSPath.fs
FSPath.coerce()
FSPath.path
FSPath.relative_to()
FSPath.is_remote()
FSPath.is_local()
FSPath.open()
FSPath.ls()
FSPath.touch()
FSPath.move()
FSPath.delete()
FSPath.rm()
FSPath.mkdir()
FSPath.stat()
FSPath.is_dir()
FSPath.is_file()
FSPath.is_link()
FSPath.exists()
FSPath.write_text()
FSPath.read_text()
FSPath.walk()
FSPath.parent
FSPath.name
FSPath.stem
FSPath.suffix
FSPath.suffixes
FSPath.parts
FSPath.copy()
FSPath.joinpath()
FSPath.tree()
LocalPath
LocalPath.ensuredir()
LocalPath.absolute()
LocalPath.appdir()
MemoryPath
RemotePath
S3Path
S3Path.ensuredir()
S3Path.register_bucket()
S3Path.coerce()
SSHPath
SSHPath.host
grabdata_girder()
utm_epsg_from_zoneletter()
configure_global_attributes()
get_cpu_mem_info()
get_cpu_info()
get_mem_info()
disk_info_of_path()
consume()
chunks()
cartesian_product()
tukey_biweight_loss()
asymptotic()
robust_limits()
unique_rows()
find_robust_normalizers()
apply_normalizer()
balanced_number_partitioning()
torch_array_equal()
combine_mean_stds()
apply_robust_normalizer()
biased_1d_weights()
argsort_threshold()
upweight_center_mask()
perchannel_colorize()
ensure_false_color()
colorize_label_image()
local_variance()
find_lowvariance_regions()
find_samecolor_regions()
find_high_frequency_values()
polygon_distance_transform()
multiple_polygon_distance_transform_weighting()
devcheck_frame_poly_weights()
find_low_overlap_covering_boxes()
find_low_overlap_covering_boxes_optimize()
exactly_1channel()
load_image_shape()
draw_multiclass_clf_on_image()
TitleBuilder
TitleBuilder.add_part()
TitleBuilder.newline()
TitleBuilder.ensure_newline()
TitleBuilder.finalize()
cropwhite_ondisk()
dataframe_table()
humanize_dataframe()
scatterplot_highlight()
humanize_labels()
relabel_xticks()
LabelModifier
LabelModifier.copy()
LabelModifier.add_mapping()
LabelModifier.update()
LabelModifier.relabel_yticks()
LabelModifier.relabel_xticks()
LabelModifier.relabel_axes_labels()
LabelModifier.relabel_legend()
LabelModifier.relabel()
FigureFinalizer
FigureFinalizer.copy()
FigureFinalizer.update()
FigureFinalizer.finalize()
fix_matplotlib_dates()
fix_matplotlib_timedeltas()
extract_legend()
ArtistManager
ArtistManager.plot()
ArtistManager.add_linestring()
ArtistManager.add_ellipse()
ArtistManager.add_circle()
ArtistManager.add_ellipse_marker()
ArtistManager.add_circle_marker()
ArtistManager.build_collections()
ArtistManager.add_to_axes()
ArtistManager.bounds()
ArtistManager.setlims()
time_sample_arcplot()
Palette
Palette.coerce()
Palette.update()
Palette.add_labels()
Palette.make_legend_img()
Palette.sorted_keys()
Palette.reorder()
PaletteManager
color_new_labels()
autompl2()
FigureManager
FigureManager.figure()
FigureManager.finalize()
FigureManager.set_figtitle()
fix_seaborn_palette_issue()
distributed_subitems()
farthest_first()
get_logger()
PrintLogger.setLevel()
PrintLogger.exception()
PrintLogger.log()
PrintLogger.findCaller()
PrintLogger.makeRecord()
PrintLogger.filter()
PrintLogger.handle()
PrintLogger.addHandler()
PrintLogger.removeHandler()
PrintLogger.hasHandlers()
PrintLogger.callHandlers()
PrintLogger.getEffectiveLevel()
PrintLogger.isEnabledFor()
PrintLogger.getChild()
debug_shapes()
shape_summary()
Optimizer
Optimizer.coerce()
Initializer
Initializer.forward()
Initializer.history()
Initializer.get_initkw()
Initializer.coerce()
NoOp
NoOp.forward()
Orthogonal
Orthogonal.forward()
KaimingUniform
KaimingUniform.forward()
KaimingNormal
KaimingNormal.forward()
apply_initializer()
trainable_layers()
number_of_parameters()
ToyNet2d
ToyNet2d.forward()
ToyData2d
ToyData2d.make_loader()
InputNorm
InputNorm.forward()
MultiLayerPerceptronNd
MultiLayerPerceptronNd.forward()
rectify_dropout()
rectify_nonlinearity()
rectify_normalizer()
Conv0d
Conv0d.forward()
Conv0d.extra_repr()
Conv1d
Conv1d.forward()
Conv1d.extra_repr()
Conv2d
Conv2d.forward()
Conv2d.extra_repr()
Conv3d
Conv3d.forward()
Conv3d.extra_repr()
rectify_conv()
weight_standardization_nd()
ConvNormNd
ConvNorm1d
ConvNorm2d
ConvNorm3d
beta_mish()
Mish_Function
Mish_Function.forward()
Mish_Function.backward()
Mish
Mish.forward()
default_kwargs()
CollateException
padded_collate()
NvidiaSMIError
nvidia_smi()
DataFrame
DataFrame.random()
DataFrame.coerce()
DataFrame.safe_drop()
DataFrame.reorder()
DataFrame.groupby()
DataFrame.match_columns()
DataFrame.search_columns()
DataFrame.varied_values()
DataFrame.varied_value_counts()
DataFrame.shorten_columns()
DataFrame.argextrema()
pandas_reorder_columns()
pandas_argmaxima()
pandas_suffix_columns()
pandas_nan_eq()
pandas_shorten_columns()
pandas_condense_paths()
pandas_truncate_items()
DotDictDataFrame
DotDictDataFrame.nested_columns
DotDictDataFrame.find_column()
DotDictDataFrame.query_column()
DotDictDataFrame.lookup_suffix_columns()
DotDictDataFrame.lookup_prefix_columns()
DotDictDataFrame.find_columns()
DotDictDataFrame.match_columns()
DotDictDataFrame.search_columns()
DotDictDataFrame.subframe()
pandas_add_prefix()
aggregate_columns()
SpecialAggregators
SpecialAggregators.hash()
SpecialAggregators.hash12()
SpecialAggregators.unique()
SpecialAggregators.min_max()
SpecialAggregators.normalize_special_key()
SpecialAggregators.special_lut
NonConstantError
pandas_fixed_groupby()
handle_yaml_grid()
coerce_list_of_action_matrices()
prevalidate_param_grid()
expand_param_grid()
github_action_matrix()
extended_github_action_matrix()
mask()
ResampledRaster
ResampledRaster.raster
ResampledRaster.scale
ResampledRaster.read
ResampledRaster.resampling
VimRegexBuilder
PythonRegexBuilder
ExtendedTransformer
ExtendedTransformer.parser()
ExtendedTransformer.parse()
ResolvedTransformer
ResolvedTransformer.magnitude()
ResolvedTransformer.unit()
ResolvedTransformer.implicit_unit()
ResolvedTransformer.numeric_unit()
ResolvedTransformer.resolved_unit()
ResolvedUnitTransformer
ResolvedScalarTransformer
ResolvedScalarTransformer.resolved_scalar()
ResolvedWindowTransformer
ResolvedWindowTransformer.window_1d_dim()
ResolvedWindowTransformer.window_2d_dim()
ResolvedWindowTransformer.window()
ResolvedWindowTransformer.resolved_window()
Resolved
Resolved.parse()
Resolved.coerce()
ResolvedUnit
ResolvedUnit.coerce()
ResolvedScalar
ResolvedScalar.at_resolution()
ResolvedWindow
ResolvedWindow.at_resolution()
DummyLogger
DummyLogger.warning()
Retry
retry_call()
get_file_from_s3()
send_file_to_s3()
shortest_unique_prefixes()
shortest_unique_suffixes()
BinaryF1Score
BinaryF1Score.compute()
BinaryOverallAccuracy
BinaryOverallAccuracy.compute()
BinaryBalancedAccuracy
BinaryBalancedAccuracy.compute()
BinaryTruePositiveRate
BinaryTruePositiveRate.compute()
unit_registry()
DEFAULT_QA_ENCODING
IARPA_REAL_STATUS
iarpa_assign_truth_confusion()
iarpa_assign_pred_confusion()
TAG_IF()
CONDITION()
ALL()
hack_track_categories()
ensure_heuristic_coco_colors()
ensure_heuristic_category_tree_colors()
category_tree_ensure_color()
category_category_colors()
dummy_legend()
build_image_header_text()
auto_expt_dvc()
auto_data_dvc()
normalize_sensors()
extract_region_id()
register_known_fsspec_s3_buckets()
kubctl
rsync
KIT_DEMO_WAIT
KIT_TRAIN_WITH_YAML
Help compatability with 2.x
This is mainly for handling dependencies that haven’t officially ported to numpy 2.x yet. When they catch up this can be removed.
Main culprits are tensorboard and lightning