PipelineX
0.7.0
Contents:
Badges
PipelineX Overview
Install PipelineX
[Option 1] Install from the PyPI
[Option 2] Development install
Prepare Docker environment for PipelineX
Getting Started with PipelineX
Kedro 0.17.x Starter projects
Example/Demo Projects tested with Kedro 0.16.x
HatchDict: Python in YAML/JSON
Python objects in YAML/JSON
Introduction to YAML
Python tags in YAML
Alternative to Python tags in YAML
Anchor-less aliasing in YAML/JSON
Aliasing in YAML
Alternative to aliasing in YAML
Python expression in YAML/JSON
Introduction to Kedro
Why the unified data interface framework is needed
Kedro overview
Flex-Kedro: Kedro plugin for flexible config
Flex-Kedro-Pipeline: Kedro plugin for quicker pipeline set up
Dict for nodes
Sequential nodes
Decorators without using the method
Flex-Kedro-Context: Kedro plugin for YAML lovers
Define Kedro pipelines in
parameters.yml
Configure Kedro run config in
parameters.yml
Use
HatchDict
feature in
parameters.yml
Enable caching for Kedro DataSets in
catalog.yml
Use
HatchDict
feature in
catalog.yml
MLflow-on-Kedro: Kedro plugin for MLflow users
How to use MLflow from Kedro projects
Comparison with
kedro-mlflow
package
Kedro-Extras: Kedro plugin to use various Python packages
Additional Kedro datasets (data interface sets)
Additional function decorators for benchmarking
Use with PyTorch
Use with PyTorch Ignite
Use with OpenCV
Story behind PipelineX
Author
Contributors are welcome!
How to contribute
Contributor list
API Docs
pipelinex package
Subpackages
pipelinex.extras package
pipelinex.flex_kedro package
pipelinex.hatch_dict package
pipelinex.mlflow_on_kedro package
Submodules
pipelinex.utils module
PipelineX
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__init__() (pipelinex.extras.datasets.opencv.images_dataset.OpenCVImagesLocalDataSet method)
(pipelinex.extras.datasets.pandas.csv_local.CSVLocalDataSet method)
(pipelinex.extras.datasets.pandas.efficient_csv_local.EfficientCSVLocalDataSet method)
(pipelinex.extras.datasets.pandas.histgram.HistgramDataSet method)
(pipelinex.extras.datasets.pandas.pandas_cat_matrix.PandasCatMatrixDataSet method)
(pipelinex.extras.datasets.pandas.pandas_describe.PandasDescribeDataSet method)
(pipelinex.extras.datasets.pandas_profiling.pandas_profiling.PandasProfilingDataSet method)
(pipelinex.extras.datasets.pillow.images_dataset.ImagesLocalDataSet method)
(pipelinex.extras.datasets.pillow.images_dataset.Np3DArrDataset method)
(pipelinex.extras.datasets.pillow.images_dataset.Np3DArrDatasetFromList method)
(pipelinex.extras.datasets.requests.api_dataset.APIDataSet method)
(pipelinex.extras.datasets.seaborn.seaborn_pairplot.SeabornPairPlotDataSet method)
(pipelinex.extras.datasets.torchvision.iterable_images_dataset.IterableImagesDataSet method)
(pipelinex.extras.hooks.add_catalog_dict.AddCatalogDictHook method)
(pipelinex.extras.hooks.add_transformers.AddTransformersHook method)
(pipelinex.extras.ops.allennlp_ops.AllennlpReaderToDict method)
(pipelinex.extras.ops.argparse_ops.FeedArgsDict method)
(pipelinex.extras.ops.ignite.declaratives.declarative_trainer.NetworkTrain method)
(pipelinex.extras.ops.ignite.handlers.flexible_checkpoint.FlexibleModelCheckpoint method)
(pipelinex.extras.ops.ignite.handlers.time_limit.TimeLimit method)
(pipelinex.extras.ops.ignite.metrics.cohen_kappa_score.CohenKappaScore method)
(pipelinex.extras.ops.ignite.metrics.fbeta_score.FbetaScore method)
(pipelinex.extras.ops.ignite.metrics.utils.ClassificationOutputTransform method)
(pipelinex.extras.ops.numpy_ops.ReverseChannel method)
(pipelinex.extras.ops.opencv_ops.CvBGR2Gray method)
(pipelinex.extras.ops.opencv_ops.CvBGR2HSV method)
(pipelinex.extras.ops.opencv_ops.CvDiagonalEdgeFilter2d method)
(pipelinex.extras.ops.opencv_ops.CvModuleListMerge method)
(pipelinex.extras.ops.opencv_ops.CvScale method)
(pipelinex.extras.ops.opencv_ops.CvSobel method)
(pipelinex.extras.ops.opencv_ops.CvThreshold method)
(pipelinex.extras.ops.pandas_ops.DfAddRowStat method)
(pipelinex.extras.ops.pandas_ops.DfAssignColumns method)
(pipelinex.extras.ops.pandas_ops.DfBaseMethod method)
(pipelinex.extras.ops.pandas_ops.DfBaseTask method)
(pipelinex.extras.ops.pandas_ops.DfColApply method)
(pipelinex.extras.ops.pandas_ops.DfConcat method)
(pipelinex.extras.ops.pandas_ops.DfCondReplace method)
(pipelinex.extras.ops.pandas_ops.DfDropFilter method)
(pipelinex.extras.ops.pandas_ops.DfDtypesApply method)
(pipelinex.extras.ops.pandas_ops.DfDuplicate method)
(pipelinex.extras.ops.pandas_ops.DfEval method)
(pipelinex.extras.ops.pandas_ops.DfFocusTransform method)
(pipelinex.extras.ops.pandas_ops.DfGetColIndexes method)
(pipelinex.extras.ops.pandas_ops.DfGetDummies method)
(pipelinex.extras.ops.pandas_ops.DfMap method)
(pipelinex.extras.ops.pandas_ops.DfMerge method)
(pipelinex.extras.ops.pandas_ops.DfRelative method)
(pipelinex.extras.ops.pandas_ops.DfRename method)
(pipelinex.extras.ops.pandas_ops.DfRowApply method)
(pipelinex.extras.ops.pandas_ops.DfSample method)
(pipelinex.extras.ops.pandas_ops.DfSlice method)
(pipelinex.extras.ops.pandas_ops.DfSpatialFeatures method)
(pipelinex.extras.ops.pandas_ops.DfStrftime method)
(pipelinex.extras.ops.pandas_ops.DfToDatetime method)
(pipelinex.extras.ops.pandas_ops.DfTotalSeconds method)
(pipelinex.extras.ops.pandas_ops.DfToTimedelta method)
(pipelinex.extras.ops.pandas_ops.NestedDictToDf method)
(pipelinex.extras.ops.pandas_ops.SrMap method)
(pipelinex.extras.ops.pytorch_ops.ModuleBottleneck2d method)
(pipelinex.extras.ops.pytorch_ops.ModuleConcatSkip method)
(pipelinex.extras.ops.pytorch_ops.ModuleConvWrap method)
(pipelinex.extras.ops.pytorch_ops.ModuleSumSkip method)
(pipelinex.extras.ops.pytorch_ops.Pool1dMixIn method)
(pipelinex.extras.ops.pytorch_ops.Pool2dMixIn method)
(pipelinex.extras.ops.pytorch_ops.Pool3dMixIn method)
(pipelinex.extras.ops.pytorch_ops.StatModule method)
(pipelinex.extras.ops.pytorch_ops.StepBinary method)
(pipelinex.extras.ops.pytorch_ops.TensorClamp method)
(pipelinex.extras.ops.pytorch_ops.TensorClampMax method)
(pipelinex.extras.ops.pytorch_ops.TensorClampMin method)
(pipelinex.extras.ops.pytorch_ops.TensorConstantLinear method)
(pipelinex.extras.ops.pytorch_ops.TensorCumsum method)
(pipelinex.extras.ops.pytorch_ops.TensorForward method)
(pipelinex.extras.ops.pytorch_ops.TensorNearestPad method)
(pipelinex.extras.ops.pytorch_ops.TensorProba method)
(pipelinex.extras.ops.pytorch_ops.TensorSlice method)
(pipelinex.extras.ops.pytorch_ops.TensorSqueeze method)
(pipelinex.extras.ops.pytorch_ops.TensorUnsqueeze method)
(pipelinex.extras.ops.shap_ops.ExplainModel method)
(pipelinex.extras.ops.shap_ops.Scale method)
(pipelinex.extras.ops.sklearn_ops.DfBaseTransformer method)
(pipelinex.extras.ops.sklearn_ops.DfTrainTestSplit method)
(pipelinex.extras.ops.sklearn_ops.ZeroToZeroTransformer method)
(pipelinex.flex_kedro.context.flexible_parameters_context.FlexibleParametersContext method)
(pipelinex.flex_kedro.pipeline.pipeline.FlexiblePipeline method)
(pipelinex.flex_kedro.pipeline.sub_pipeline.SubPipeline method)
(pipelinex.hatch_dict.hatch_dict.Construct method)
(pipelinex.hatch_dict.hatch_dict.HatchDict method)
(pipelinex.hatch_dict.hatch_dict.Method method)
(pipelinex.hatch_dict.hatch_dict.ToPipeline method)
(pipelinex.mlflow_on_kedro.datasets.mlflow.mlflow_dataset.MLflowDataSet method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_artifacts_logger.MLflowArtifactsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger.MLflowBasicLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger.MLflowCatalogLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_datasets_logger.MLflowDataSetsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger.MLflowEnvVarsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger.MLflowTimeLoggerHook method)
(pipelinex.mlflow_on_kedro.transformers.mlflow.mlflow_io_time_logger.MLflowIOTimeLoggerTransformer method)
(pipelinex.utils.DictToDict method)
(pipelinex.utils.ItemGetter method)
(pipelinex.utils.TransformCompose method)
A
AddCatalogDictHook (class in pipelinex.extras.hooks.add_catalog_dict)
AddTransformersHook (class in pipelinex.extras.hooks.add_transformers)
affinity_matrix() (in module pipelinex.extras.ops.pandas_ops)
after_catalog_created() (pipelinex.extras.hooks.add_catalog_dict.AddCatalogDictHook method)
(pipelinex.extras.hooks.add_transformers.AddTransformersHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger.MLflowBasicLoggerHook method)
after_node_run() (pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_artifacts_logger.MLflowArtifactsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger.MLflowCatalogLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_datasets_logger.MLflowDataSetsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger.MLflowTimeLoggerHook method)
after_pipeline_run() (pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_artifacts_logger.MLflowArtifactsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger.MLflowBasicLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger.MLflowEnvVarsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger.MLflowTimeLoggerHook method)
AllennlpReaderToDict (class in pipelinex.extras.ops.allennlp_ops)
APIDataSet (class in pipelinex.extras.datasets.requests.api_dataset)
as_tuple() (in module pipelinex.extras.ops.pytorch_ops)
AsyncAPIDataSet (class in pipelinex.extras.datasets.httpx.async_api_dataset)
asyncio_run() (in module pipelinex.extras.datasets.httpx.async_api_dataset)
B
before_node_run() (pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger.MLflowTimeLoggerHook method)
before_pipeline_run() (pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_artifacts_logger.MLflowArtifactsLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger.MLflowBasicLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger.MLflowCatalogLoggerHook method)
(pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger.MLflowEnvVarsLoggerHook method)
C
ClassificationOutputTransform (class in pipelinex.extras.ops.ignite.metrics.utils)
CohenKappaScore (class in pipelinex.extras.ops.ignite.metrics.cohen_kappa_score)
compute() (pipelinex.extras.ops.ignite.metrics.cohen_kappa_score.CohenKappaScore method)
(pipelinex.extras.ops.ignite.metrics.fbeta_score.FbetaScore method)
configure_source() (in module pipelinex.flex_kedro.configure)
Construct (class in pipelinex.hatch_dict.hatch_dict)
core (pipelinex.extras.ops.pytorch_ops.ModuleConvWrap attribute)
(pipelinex.extras.ops.pytorch_ops.TensorAvgPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorAvgPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorAvgPool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorConv1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorConv2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorConv3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMaxPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMaxPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMaxPool3d attribute)
CrossEntropyLoss2d (class in pipelinex.extras.ops.pytorch_ops)
CSVLocalDataSet (class in pipelinex.extras.datasets.pandas.csv_local)
CvBGR2Gray (class in pipelinex.extras.ops.opencv_ops)
CvBGR2HSV (class in pipelinex.extras.ops.opencv_ops)
CvBilateralFilter (class in pipelinex.extras.ops.opencv_ops)
CvBlur (class in pipelinex.extras.ops.opencv_ops)
CvBoxFilter (class in pipelinex.extras.ops.opencv_ops)
CvCanny (class in pipelinex.extras.ops.opencv_ops)
CvCvtColor (class in pipelinex.extras.ops.opencv_ops)
CvDiagonalEdgeFilter2d (class in pipelinex.extras.ops.opencv_ops)
CvDictToDict (class in pipelinex.extras.ops.opencv_ops)
CvDilate (class in pipelinex.extras.ops.opencv_ops)
CvEqualizeHist (class in pipelinex.extras.ops.opencv_ops)
CvErode (class in pipelinex.extras.ops.opencv_ops)
CvFilter2d (class in pipelinex.extras.ops.opencv_ops)
CvGaussianBlur (class in pipelinex.extras.ops.opencv_ops)
CvHoughLinesP (class in pipelinex.extras.ops.opencv_ops)
CvLine (class in pipelinex.extras.ops.opencv_ops)
CvMedianBlur (class in pipelinex.extras.ops.opencv_ops)
CvModuleConcat (class in pipelinex.extras.ops.opencv_ops)
CvModuleL1 (class in pipelinex.extras.ops.opencv_ops)
CvModuleL2 (class in pipelinex.extras.ops.opencv_ops)
CvModuleListMerge (class in pipelinex.extras.ops.opencv_ops)
CvModuleMean (class in pipelinex.extras.ops.opencv_ops)
CvModuleStack (class in pipelinex.extras.ops.opencv_ops)
CvModuleSum (class in pipelinex.extras.ops.opencv_ops)
CvResize (class in pipelinex.extras.ops.opencv_ops)
CvScale (class in pipelinex.extras.ops.opencv_ops)
CvSobel (class in pipelinex.extras.ops.opencv_ops)
CvThreshold (class in pipelinex.extras.ops.opencv_ops)
D
DEFAULT_LOAD_ARGS (pipelinex.extras.datasets.pandas.csv_local.CSVLocalDataSet attribute)
(pipelinex.extras.datasets.pandas.efficient_csv_local.EfficientCSVLocalDataSet attribute)
DEFAULT_PREVIEW_ARGS (pipelinex.extras.datasets.pandas.efficient_csv_local.EfficientCSVLocalDataSet attribute)
DEFAULT_SAVE_ARGS (pipelinex.extras.datasets.pandas.csv_local.CSVLocalDataSet attribute)
(pipelinex.extras.datasets.pandas_profiling.pandas_profiling.PandasProfilingDataSet attribute)
(pipelinex.extras.datasets.seaborn.seaborn_pairplot.SeabornPairPlotDataSet attribute)
degree_matrix() (in module pipelinex.extras.ops.pandas_ops)
df_set_index() (in module pipelinex.extras.decorators.pandas_decorators)
DfAddRowStat (class in pipelinex.extras.ops.pandas_ops)
DfAgg (class in pipelinex.extras.ops.pandas_ops)
DfAggregate (class in pipelinex.extras.ops.pandas_ops)
DfApply (class in pipelinex.extras.ops.pandas_ops)
DfApplymap (class in pipelinex.extras.ops.pandas_ops)
DfAssignColumns (class in pipelinex.extras.ops.pandas_ops)
DfBaseMethod (class in pipelinex.extras.ops.pandas_ops)
DfBaseTask (class in pipelinex.extras.ops.pandas_ops)
DfBaseTransformer (class in pipelinex.extras.ops.sklearn_ops)
DfColApply (class in pipelinex.extras.ops.pandas_ops)
DfConcat (class in pipelinex.extras.ops.pandas_ops)
DfCondReplace (class in pipelinex.extras.ops.pandas_ops)
DfDrop (class in pipelinex.extras.ops.pandas_ops)
DfDropDuplicates (class in pipelinex.extras.ops.pandas_ops)
DfDropFilter (class in pipelinex.extras.ops.pandas_ops)
DfDtypesApply (class in pipelinex.extras.ops.pandas_ops)
DfDuplicate (class in pipelinex.extras.ops.pandas_ops)
DfEval (class in pipelinex.extras.ops.pandas_ops)
DfEwm (class in pipelinex.extras.ops.pandas_ops)
DfExpanding (class in pipelinex.extras.ops.pandas_ops)
DfFillna (class in pipelinex.extras.ops.pandas_ops)
DfFilter (class in pipelinex.extras.ops.pandas_ops)
DfFilterCols (class in pipelinex.extras.ops.pandas_ops)
DfFocusTransform (class in pipelinex.extras.ops.pandas_ops)
DfGetColIndexes (class in pipelinex.extras.ops.pandas_ops)
DfGetCols (class in pipelinex.extras.ops.pandas_ops)
DfGetDummies (class in pipelinex.extras.ops.pandas_ops)
DfGroupby (class in pipelinex.extras.ops.pandas_ops)
DfHead (class in pipelinex.extras.ops.pandas_ops)
DfMap (class in pipelinex.extras.ops.pandas_ops)
DfMerge (class in pipelinex.extras.ops.pandas_ops)
DfMinMaxScaler (class in pipelinex.extras.ops.sklearn_ops)
DfNgroup (class in pipelinex.extras.ops.pandas_ops)
DfPipe (class in pipelinex.extras.ops.pandas_ops)
DfQuantileTransformer (class in pipelinex.extras.ops.sklearn_ops)
DfQuery (class in pipelinex.extras.ops.pandas_ops)
DfRelative (class in pipelinex.extras.ops.pandas_ops)
DfRename (class in pipelinex.extras.ops.pandas_ops)
DfResample (class in pipelinex.extras.ops.pandas_ops)
DfResetIndex (class in pipelinex.extras.ops.pandas_ops)
DfRolling (class in pipelinex.extras.ops.pandas_ops)
DfRowApply (class in pipelinex.extras.ops.pandas_ops)
DfSample (class in pipelinex.extras.ops.pandas_ops)
DfSelectDtypes (class in pipelinex.extras.ops.pandas_ops)
DfSelectDtypesCols (class in pipelinex.extras.ops.pandas_ops)
DfSetIndex (class in pipelinex.extras.ops.pandas_ops)
DfShift (class in pipelinex.extras.ops.pandas_ops)
DfSlice (class in pipelinex.extras.ops.pandas_ops)
DfSortValues (class in pipelinex.extras.ops.pandas_ops)
DfSpatialFeatures (class in pipelinex.extras.ops.pandas_ops)
DfStandardScaler (class in pipelinex.extras.ops.sklearn_ops)
DfStrftime (class in pipelinex.extras.ops.pandas_ops)
DfTail (class in pipelinex.extras.ops.pandas_ops)
DfToDatetime (class in pipelinex.extras.ops.pandas_ops)
DfTotalSeconds (class in pipelinex.extras.ops.pandas_ops)
DfToTimedelta (class in pipelinex.extras.ops.pandas_ops)
DfTrainTestSplit (class in pipelinex.extras.ops.sklearn_ops)
DfTransform (class in pipelinex.extras.ops.pandas_ops)
dict_io() (in module pipelinex.utils)
dict_of_list_to_list_of_dict() (in module pipelinex.utils)
dict_string_val_prefix() (in module pipelinex.extras.datasets.pandas.efficient_csv_local)
dict_val_replace_except() (in module pipelinex.extras.datasets.pandas.efficient_csv_local)
DictToDict (class in pipelinex.utils)
distance_matrix() (in module pipelinex.extras.ops.pandas_ops)
distance_to_affinity() (in module pipelinex.extras.ops.pandas_ops)
dot_flatten() (in module pipelinex.hatch_dict.hatch_dict)
dump_dict() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger)
E
EfficientCSVLocalDataSet (class in pipelinex.extras.datasets.pandas.efficient_csv_local)
eigen() (in module pipelinex.extras.ops.pandas_ops)
element_wise_average() (in module pipelinex.extras.ops.pytorch_ops)
element_wise_prod() (in module pipelinex.extras.ops.pytorch_ops)
element_wise_sum() (in module pipelinex.extras.ops.pytorch_ops)
env_vars_to_dict() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger)
EstimatorTransformer (class in pipelinex.extras.ops.sklearn_ops)
expand_repeat() (in module pipelinex.extras.ops.opencv_ops)
ExplainModel (class in pipelinex.extras.ops.shap_ops)
extract_from_df() (in module pipelinex.extras.ops.sklearn_ops)
F
FbetaScore (class in pipelinex.extras.ops.ignite.metrics.fbeta_score)
feed() (in module pipelinex.hatch_dict.hatch_dict)
FeedArgsDict (class in pipelinex.extras.ops.argparse_ops)
fit() (pipelinex.extras.ops.sklearn_ops.DfBaseTransformer method)
fit_to_1() (in module pipelinex.extras.ops.opencv_ops)
fit_to_uint8() (in module pipelinex.extras.ops.opencv_ops)
fit_transform() (pipelinex.extras.ops.sklearn_ops.DfBaseTransformer method)
(pipelinex.extras.ops.sklearn_ops.ZeroToZeroTransformer method)
FlexibleCatalogContext (class in pipelinex.flex_kedro.context.flexible_catalog_context)
FlexibleContext (class in pipelinex.flex_kedro.context.flexible_context)
FlexibleModelCheckpoint (class in pipelinex.extras.ops.ignite.handlers.flexible_checkpoint)
FlexibleParametersContext (class in pipelinex.flex_kedro.context.flexible_parameters_context)
FlexiblePipeline (class in pipelinex.flex_kedro.pipeline.pipeline)
FlexibleRunContext (class in pipelinex.flex_kedro.context.flexible_run_context)
fn (pipelinex.extras.ops.opencv_ops.CvBGR2Gray attribute)
(pipelinex.extras.ops.opencv_ops.CvBGR2HSV attribute)
(pipelinex.extras.ops.opencv_ops.CvBilateralFilter attribute)
(pipelinex.extras.ops.opencv_ops.CvBlur attribute)
(pipelinex.extras.ops.opencv_ops.CvBoxFilter attribute)
(pipelinex.extras.ops.opencv_ops.CvCanny attribute)
(pipelinex.extras.ops.opencv_ops.CvCvtColor attribute)
(pipelinex.extras.ops.opencv_ops.CvDilate attribute)
(pipelinex.extras.ops.opencv_ops.CvEqualizeHist attribute)
(pipelinex.extras.ops.opencv_ops.CvErode attribute)
(pipelinex.extras.ops.opencv_ops.CvFilter2d attribute)
(pipelinex.extras.ops.opencv_ops.CvGaussianBlur attribute)
(pipelinex.extras.ops.opencv_ops.CvHoughLinesP attribute)
(pipelinex.extras.ops.opencv_ops.CvLine attribute)
(pipelinex.extras.ops.opencv_ops.CvMedianBlur attribute)
(pipelinex.extras.ops.opencv_ops.CvResize attribute)
(pipelinex.extras.ops.opencv_ops.CvSobel attribute)
(pipelinex.extras.ops.opencv_ops.CvThreshold attribute)
(pipelinex.extras.ops.opencv_ops.NpAbs attribute)
(pipelinex.extras.ops.opencv_ops.NpConcat attribute)
(pipelinex.extras.ops.opencv_ops.NpFullLike attribute)
(pipelinex.extras.ops.opencv_ops.NpMean attribute)
(pipelinex.extras.ops.opencv_ops.NpOnesLike attribute)
(pipelinex.extras.ops.opencv_ops.NpSqrt attribute)
(pipelinex.extras.ops.opencv_ops.NpSquare attribute)
(pipelinex.extras.ops.opencv_ops.NpStack attribute)
(pipelinex.extras.ops.opencv_ops.NpSum attribute)
(pipelinex.extras.ops.opencv_ops.NpZerosLike attribute)
(pipelinex.extras.ops.skimage_ops.SkimageMarkBoundaries attribute)
(pipelinex.extras.ops.skimage_ops.SkimageSegmentationFelzenszwalb attribute)
(pipelinex.extras.ops.skimage_ops.SkimageSegmentationQuickshift attribute)
(pipelinex.extras.ops.skimage_ops.SkimageSegmentationSlic attribute)
(pipelinex.extras.ops.skimage_ops.SkimageSegmentationWatershed attribute)
(pipelinex.utils.DictToDict attribute)
forward() (pipelinex.extras.ops.pytorch_ops.CrossEntropyLoss2d method)
(pipelinex.extras.ops.pytorch_ops.ModuleAvg method)
(pipelinex.extras.ops.pytorch_ops.ModuleConcat method)
(pipelinex.extras.ops.pytorch_ops.ModuleListMerge method)
(pipelinex.extras.ops.pytorch_ops.ModuleProd method)
(pipelinex.extras.ops.pytorch_ops.ModuleSum method)
(pipelinex.extras.ops.pytorch_ops.NLLoss method)
(pipelinex.extras.ops.pytorch_ops.StepBinary method)
(pipelinex.extras.ops.pytorch_ops.TensorClamp method)
(pipelinex.extras.ops.pytorch_ops.TensorClampMax method)
(pipelinex.extras.ops.pytorch_ops.TensorClampMin method)
(pipelinex.extras.ops.pytorch_ops.TensorConstantLinear method)
(pipelinex.extras.ops.pytorch_ops.TensorCumsum method)
(pipelinex.extras.ops.pytorch_ops.TensorExp method)
(pipelinex.extras.ops.pytorch_ops.TensorFlatten method)
(pipelinex.extras.ops.pytorch_ops.TensorForward method)
(pipelinex.extras.ops.pytorch_ops.TensorIdentity method)
(pipelinex.extras.ops.pytorch_ops.TensorLog method)
(pipelinex.extras.ops.pytorch_ops.TensorMax method)
(pipelinex.extras.ops.pytorch_ops.TensorMean method)
(pipelinex.extras.ops.pytorch_ops.TensorMin method)
(pipelinex.extras.ops.pytorch_ops.TensorNearestPad method)
(pipelinex.extras.ops.pytorch_ops.TensorProba method)
(pipelinex.extras.ops.pytorch_ops.TensorRange method)
(pipelinex.extras.ops.pytorch_ops.TensorSkip method)
(pipelinex.extras.ops.pytorch_ops.TensorSlice method)
(pipelinex.extras.ops.pytorch_ops.TensorSqueeze method)
(pipelinex.extras.ops.pytorch_ops.TensorSum method)
(pipelinex.extras.ops.pytorch_ops.TensorUnsqueeze method)
G
Get (class in pipelinex.hatch_dict.hatch_dict)
get() (pipelinex.hatch_dict.hatch_dict.HatchDict method)
get_kedro_runner() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger)
get_nv_info() (in module pipelinex.extras.decorators.nvml_profiler)
get_params() (pipelinex.hatch_dict.hatch_dict.HatchDict method)
get_timestamp() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger)
get_timestamp_int() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger)
get_timestamps() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger)
H
HatchDict (class in pipelinex.hatch_dict.hatch_dict)
HistgramDataSet (class in pipelinex.extras.datasets.pandas.histgram)
I
ignore_index (pipelinex.extras.ops.pytorch_ops.CrossEntropyLoss2d attribute)
(pipelinex.extras.ops.pytorch_ops.NLLoss attribute)
ImagesLocalDataSet (class in pipelinex.extras.datasets.pillow.images_dataset)
import_modules() (in module pipelinex.flex_kedro.context.flexible_parameters_context)
ItemGetter (class in pipelinex.utils)
items() (pipelinex.hatch_dict.hatch_dict.HatchDict method)
IterableImagesDataSet (class in pipelinex.extras.datasets.torchvision.iterable_images_dataset)
K
keys() (pipelinex.hatch_dict.hatch_dict.HatchDict method)
L
label_smoothing (pipelinex.extras.ops.pytorch_ops.CrossEntropyLoss2d attribute)
laplacian_eigen() (in module pipelinex.extras.ops.pandas_ops)
laplacian_matrix() (in module pipelinex.extras.ops.pandas_ops)
list_of_dict_to_dict_of_list() (in module pipelinex.utils)
load() (pipelinex.mlflow_on_kedro.transformers.mlflow.mlflow_io_time_logger.MLflowIOTimeLoggerTransformer method)
load_context() (in module pipelinex.flex_kedro.configure)
load_dict() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger)
load_image() (in module pipelinex.extras.datasets.pillow.images_dataset)
load_obj() (in module pipelinex.hatch_dict.hatch_dict)
load_time_dict() (pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger.MLflowTimeLoggerHook method)
log_df_summary() (in module pipelinex.extras.decorators.pandas_decorators)
log_metric_env_vars() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger)
log_param_env_vars() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger)
log_time() (in module pipelinex.extras.decorators.decorators)
M
mem_profile() (in module pipelinex.extras.decorators.memory_profiler)
Method (class in pipelinex.hatch_dict.hatch_dict)
method (pipelinex.extras.ops.pandas_ops.DfAgg attribute)
(pipelinex.extras.ops.pandas_ops.DfAggregate attribute)
(pipelinex.extras.ops.pandas_ops.DfApply attribute)
(pipelinex.extras.ops.pandas_ops.DfApplymap attribute)
(pipelinex.extras.ops.pandas_ops.DfBaseMethod attribute)
(pipelinex.extras.ops.pandas_ops.DfBaseTask attribute)
(pipelinex.extras.ops.pandas_ops.DfDrop attribute)
(pipelinex.extras.ops.pandas_ops.DfDropDuplicates attribute)
(pipelinex.extras.ops.pandas_ops.DfEwm attribute)
(pipelinex.extras.ops.pandas_ops.DfExpanding attribute)
(pipelinex.extras.ops.pandas_ops.DfFillna attribute)
(pipelinex.extras.ops.pandas_ops.DfGroupby attribute)
(pipelinex.extras.ops.pandas_ops.DfHead attribute)
(pipelinex.extras.ops.pandas_ops.DfNgroup attribute)
(pipelinex.extras.ops.pandas_ops.DfPipe attribute)
(pipelinex.extras.ops.pandas_ops.DfQuery attribute)
(pipelinex.extras.ops.pandas_ops.DfResample attribute)
(pipelinex.extras.ops.pandas_ops.DfResetIndex attribute)
(pipelinex.extras.ops.pandas_ops.DfRolling attribute)
(pipelinex.extras.ops.pandas_ops.DfSelectDtypes attribute)
(pipelinex.extras.ops.pandas_ops.DfSetIndex attribute)
(pipelinex.extras.ops.pandas_ops.DfShift attribute)
(pipelinex.extras.ops.pandas_ops.DfSortValues attribute)
(pipelinex.extras.ops.pandas_ops.DfTail attribute)
(pipelinex.extras.ops.pandas_ops.DfTransform attribute)
(pipelinex.hatch_dict.hatch_dict.Get attribute)
(pipelinex.hatch_dict.hatch_dict.Method attribute)
mix_up() (in module pipelinex.extras.ops.opencv_ops)
mlflow_end_run() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils)
mlflow_log_artifacts() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils)
mlflow_log_dataset() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger)
mlflow_log_metrics() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils)
mlflow_log_params() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils)
mlflow_log_time() (in module pipelinex.mlflow_on_kedro.decorators.mlflow_logger)
mlflow_log_values() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils)
mlflow_start_run() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils)
MLflowArtifactsLoggerHook (class in pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_artifacts_logger)
MLflowBasicLoggerHook (class in pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger)
MLflowCatalogLoggerHook (class in pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger)
MLflowDataSet (class in pipelinex.mlflow_on_kedro.datasets.mlflow.mlflow_dataset)
MLflowDataSetsLoggerHook (class in pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_datasets_logger)
MLflowEnvVarsLoggerHook (class in pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger)
MLflowFlexibleContext (class in pipelinex.flex_kedro.context.flexible_context)
MLflowIOTimeLoggerTransformer (class in pipelinex.mlflow_on_kedro.transformers.mlflow.mlflow_io_time_logger)
MLflowOutputsLoggerHook (class in pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_datasets_logger)
MLflowTimeLoggerHook (class in pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger)
module
pipelinex
pipelinex.extras
pipelinex.extras.datasets
pipelinex.extras.datasets.core
pipelinex.extras.datasets.httpx
pipelinex.extras.datasets.httpx.async_api_dataset
pipelinex.extras.datasets.opencv
pipelinex.extras.datasets.opencv.images_dataset
pipelinex.extras.datasets.pandas
pipelinex.extras.datasets.pandas.csv_local
pipelinex.extras.datasets.pandas.efficient_csv_local
pipelinex.extras.datasets.pandas.histgram
pipelinex.extras.datasets.pandas.pandas_cat_matrix
pipelinex.extras.datasets.pandas.pandas_describe
pipelinex.extras.datasets.pandas_profiling
pipelinex.extras.datasets.pandas_profiling.pandas_profiling
pipelinex.extras.datasets.pillow
pipelinex.extras.datasets.pillow.images_dataset
pipelinex.extras.datasets.requests
pipelinex.extras.datasets.requests.api_dataset
pipelinex.extras.datasets.seaborn
pipelinex.extras.datasets.seaborn.seaborn_pairplot
pipelinex.extras.datasets.torchvision
pipelinex.extras.datasets.torchvision.iterable_images_dataset
pipelinex.extras.decorators
pipelinex.extras.decorators.decorators
pipelinex.extras.decorators.memory_profiler
pipelinex.extras.decorators.nvml_profiler
pipelinex.extras.decorators.pandas_decorators
pipelinex.extras.hooks
pipelinex.extras.hooks.add_catalog_dict
pipelinex.extras.hooks.add_transformers
pipelinex.extras.ops
pipelinex.extras.ops.allennlp_ops
pipelinex.extras.ops.argparse_ops
pipelinex.extras.ops.ignite
pipelinex.extras.ops.ignite.declaratives
pipelinex.extras.ops.ignite.declaratives.declarative_trainer
pipelinex.extras.ops.ignite.handlers
pipelinex.extras.ops.ignite.handlers.flexible_checkpoint
pipelinex.extras.ops.ignite.handlers.time_limit
pipelinex.extras.ops.ignite.metrics
pipelinex.extras.ops.ignite.metrics.cohen_kappa_score
pipelinex.extras.ops.ignite.metrics.fbeta_score
pipelinex.extras.ops.ignite.metrics.utils
pipelinex.extras.ops.numpy_ops
pipelinex.extras.ops.opencv_ops
pipelinex.extras.ops.pandas_ops
pipelinex.extras.ops.pytorch_ops
pipelinex.extras.ops.shap_ops
pipelinex.extras.ops.skimage_ops
pipelinex.extras.ops.sklearn_ops
pipelinex.extras.transformers
pipelinex.flex_kedro
pipelinex.flex_kedro.configure
pipelinex.flex_kedro.context
pipelinex.flex_kedro.context.context
pipelinex.flex_kedro.context.flexible_catalog_context
pipelinex.flex_kedro.context.flexible_context
pipelinex.flex_kedro.context.flexible_parameters_context
pipelinex.flex_kedro.context.flexible_run_context
pipelinex.flex_kedro.context.save_pipeline_json_context
pipelinex.flex_kedro.pipeline
pipelinex.flex_kedro.pipeline.pipeline
pipelinex.flex_kedro.pipeline.sub_pipeline
pipelinex.hatch_dict
pipelinex.hatch_dict.hatch_dict
pipelinex.mlflow_on_kedro
pipelinex.mlflow_on_kedro.datasets
pipelinex.mlflow_on_kedro.datasets.mlflow
pipelinex.mlflow_on_kedro.datasets.mlflow.mlflow_dataset
pipelinex.mlflow_on_kedro.decorators
pipelinex.mlflow_on_kedro.decorators.mlflow_logger
pipelinex.mlflow_on_kedro.hooks
pipelinex.mlflow_on_kedro.hooks.mlflow
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_artifacts_logger
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_datasets_logger
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils
pipelinex.mlflow_on_kedro.transformers
pipelinex.mlflow_on_kedro.transformers.mlflow
pipelinex.mlflow_on_kedro.transformers.mlflow.mlflow_io_time_logger
pipelinex.utils
module (pipelinex.extras.ops.opencv_ops.CvDictToDict attribute)
(pipelinex.extras.ops.opencv_ops.NpDictToDict attribute)
(pipelinex.extras.ops.skimage_ops.SkimageSegmentationDictToDict attribute)
(pipelinex.utils.DictToDict attribute)
ModuleAvg (class in pipelinex.extras.ops.pytorch_ops)
ModuleBottleneck2d (class in pipelinex.extras.ops.pytorch_ops)
ModuleConcat (class in pipelinex.extras.ops.pytorch_ops)
ModuleConcatSkip (class in pipelinex.extras.ops.pytorch_ops)
ModuleConvWrap (class in pipelinex.extras.ops.pytorch_ops)
ModuleListMerge (class in pipelinex.extras.ops.pytorch_ops)
ModuleProd (class in pipelinex.extras.ops.pytorch_ops)
ModuleSum (class in pipelinex.extras.ops.pytorch_ops)
ModuleSumSkip (class in pipelinex.extras.ops.pytorch_ops)
N
namespace() (in module pipelinex.extras.ops.argparse_ops)
nested_dict_to_df() (in module pipelinex.extras.ops.pandas_ops)
NestedDictToDf (class in pipelinex.extras.ops.pandas_ops)
NetworkTrain (class in pipelinex.extras.ops.ignite.declaratives.declarative_trainer)
nl_loss() (in module pipelinex.extras.ops.pytorch_ops)
NLLoss (class in pipelinex.extras.ops.pytorch_ops)
Np3DArrDataset (class in pipelinex.extras.datasets.pillow.images_dataset)
Np3DArrDatasetFromList (class in pipelinex.extras.datasets.pillow.images_dataset)
NpAbs (class in pipelinex.extras.ops.opencv_ops)
NpConcat (class in pipelinex.extras.ops.opencv_ops)
NpDictToDict (class in pipelinex.extras.ops.opencv_ops)
NpFullLike (class in pipelinex.extras.ops.opencv_ops)
NpMean (class in pipelinex.extras.ops.opencv_ops)
NpOnesLike (class in pipelinex.extras.ops.opencv_ops)
NpSqrt (class in pipelinex.extras.ops.opencv_ops)
NpSquare (class in pipelinex.extras.ops.opencv_ops)
NpStack (class in pipelinex.extras.ops.opencv_ops)
NpSum (class in pipelinex.extras.ops.opencv_ops)
NpZerosLike (class in pipelinex.extras.ops.opencv_ops)
nvml_profile() (in module pipelinex.extras.decorators.nvml_profiler)
O
OnlyMissingOptionContext (class in pipelinex.flex_kedro.context.flexible_run_context)
OpenCVImagesLocalDataSet (class in pipelinex.extras.datasets.opencv.images_dataset)
overlay() (in module pipelinex.extras.ops.opencv_ops)
P
PandasCatMatrixDataSet (class in pipelinex.extras.datasets.pandas.pandas_cat_matrix)
PandasDescribeDataSet (class in pipelinex.extras.datasets.pandas.pandas_describe)
PandasProfilingDataSet (class in pipelinex.extras.datasets.pandas_profiling.pandas_profiling)
params() (pipelinex.flex_kedro.context.flexible_parameters_context.FlexibleParametersContext property)
pass_() (in module pipelinex.hatch_dict.hatch_dict)
pass_through() (in module pipelinex.hatch_dict.hatch_dict)
pipelinex
module
pipelinex.extras
module
pipelinex.extras.datasets
module
pipelinex.extras.datasets.core
module
pipelinex.extras.datasets.httpx
module
pipelinex.extras.datasets.httpx.async_api_dataset
module
pipelinex.extras.datasets.opencv
module
pipelinex.extras.datasets.opencv.images_dataset
module
pipelinex.extras.datasets.pandas
module
pipelinex.extras.datasets.pandas.csv_local
module
pipelinex.extras.datasets.pandas.efficient_csv_local
module
pipelinex.extras.datasets.pandas.histgram
module
pipelinex.extras.datasets.pandas.pandas_cat_matrix
module
pipelinex.extras.datasets.pandas.pandas_describe
module
pipelinex.extras.datasets.pandas_profiling
module
pipelinex.extras.datasets.pandas_profiling.pandas_profiling
module
pipelinex.extras.datasets.pillow
module
pipelinex.extras.datasets.pillow.images_dataset
module
pipelinex.extras.datasets.requests
module
pipelinex.extras.datasets.requests.api_dataset
module
pipelinex.extras.datasets.seaborn
module
pipelinex.extras.datasets.seaborn.seaborn_pairplot
module
pipelinex.extras.datasets.torchvision
module
pipelinex.extras.datasets.torchvision.iterable_images_dataset
module
pipelinex.extras.decorators
module
pipelinex.extras.decorators.decorators
module
pipelinex.extras.decorators.memory_profiler
module
pipelinex.extras.decorators.nvml_profiler
module
pipelinex.extras.decorators.pandas_decorators
module
pipelinex.extras.hooks
module
pipelinex.extras.hooks.add_catalog_dict
module
pipelinex.extras.hooks.add_transformers
module
pipelinex.extras.ops
module
pipelinex.extras.ops.allennlp_ops
module
pipelinex.extras.ops.argparse_ops
module
pipelinex.extras.ops.ignite
module
pipelinex.extras.ops.ignite.declaratives
module
pipelinex.extras.ops.ignite.declaratives.declarative_trainer
module
pipelinex.extras.ops.ignite.handlers
module
pipelinex.extras.ops.ignite.handlers.flexible_checkpoint
module
pipelinex.extras.ops.ignite.handlers.time_limit
module
pipelinex.extras.ops.ignite.metrics
module
pipelinex.extras.ops.ignite.metrics.cohen_kappa_score
module
pipelinex.extras.ops.ignite.metrics.fbeta_score
module
pipelinex.extras.ops.ignite.metrics.utils
module
pipelinex.extras.ops.numpy_ops
module
pipelinex.extras.ops.opencv_ops
module
pipelinex.extras.ops.pandas_ops
module
pipelinex.extras.ops.pytorch_ops
module
pipelinex.extras.ops.shap_ops
module
pipelinex.extras.ops.skimage_ops
module
pipelinex.extras.ops.sklearn_ops
module
pipelinex.extras.transformers
module
pipelinex.flex_kedro
module
pipelinex.flex_kedro.configure
module
pipelinex.flex_kedro.context
module
pipelinex.flex_kedro.context.context
module
pipelinex.flex_kedro.context.flexible_catalog_context
module
pipelinex.flex_kedro.context.flexible_context
module
pipelinex.flex_kedro.context.flexible_parameters_context
module
pipelinex.flex_kedro.context.flexible_run_context
module
pipelinex.flex_kedro.context.save_pipeline_json_context
module
pipelinex.flex_kedro.pipeline
module
pipelinex.flex_kedro.pipeline.pipeline
module
pipelinex.flex_kedro.pipeline.sub_pipeline
module
pipelinex.hatch_dict
module
pipelinex.hatch_dict.hatch_dict
module
pipelinex.mlflow_on_kedro
module
pipelinex.mlflow_on_kedro.datasets
module
pipelinex.mlflow_on_kedro.datasets.mlflow
module
pipelinex.mlflow_on_kedro.datasets.mlflow.mlflow_dataset
module
pipelinex.mlflow_on_kedro.decorators
module
pipelinex.mlflow_on_kedro.decorators.mlflow_logger
module
pipelinex.mlflow_on_kedro.hooks
module
pipelinex.mlflow_on_kedro.hooks.mlflow
module
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_artifacts_logger
module
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_basic_logger
module
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger
module
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_datasets_logger
module
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_env_vars_logger
module
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger
module
pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_utils
module
pipelinex.mlflow_on_kedro.transformers
module
pipelinex.mlflow_on_kedro.transformers.mlflow
module
pipelinex.mlflow_on_kedro.transformers.mlflow.mlflow_io_time_logger
module
pipelinex.utils
module
Pool1dMixIn (class in pipelinex.extras.ops.pytorch_ops)
Pool2dMixIn (class in pipelinex.extras.ops.pytorch_ops)
Pool3dMixIn (class in pipelinex.extras.ops.pytorch_ops)
project_name (pipelinex.flex_kedro.context.flexible_context.FlexibleContext attribute)
project_version (pipelinex.flex_kedro.context.flexible_context.FlexibleContext attribute)
R
request_coroutine() (in module pipelinex.extras.datasets.httpx.async_api_dataset)
requests_coroutine() (in module pipelinex.extras.datasets.httpx.async_api_dataset)
reset() (pipelinex.extras.ops.ignite.metrics.cohen_kappa_score.CohenKappaScore method)
(pipelinex.extras.ops.ignite.metrics.fbeta_score.FbetaScore method)
reverse_channel() (in module pipelinex.extras.ops.numpy_ops)
ReverseChannel (class in pipelinex.extras.ops.numpy_ops)
row_vector_to_square_matrix() (in module pipelinex.extras.ops.pandas_ops)
run() (pipelinex.flex_kedro.context.flexible_parameters_context.FlexibleParametersContext method)
(pipelinex.flex_kedro.context.flexible_run_context.OnlyMissingOptionContext method)
(pipelinex.flex_kedro.context.flexible_run_context.StringRunnerOptionContext method)
running_parallel() (in module pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_catalog_logger)
S
save() (pipelinex.mlflow_on_kedro.transformers.mlflow.mlflow_io_time_logger.MLflowIOTimeLoggerTransformer method)
SavePipelineJsonContext (class in pipelinex.flex_kedro.context.save_pipeline_json_context)
Scale (class in pipelinex.extras.ops.shap_ops)
scale() (in module pipelinex.extras.datasets.pillow.images_dataset)
SeabornPairPlotDataSet (class in pipelinex.extras.datasets.seaborn.seaborn_pairplot)
setup_conv_params() (in module pipelinex.extras.ops.pytorch_ops)
SkimageMarkBoundaries (class in pipelinex.extras.ops.skimage_ops)
SkimageSegmentationDictToDict (class in pipelinex.extras.ops.skimage_ops)
SkimageSegmentationFelzenszwalb (class in pipelinex.extras.ops.skimage_ops)
SkimageSegmentationQuickshift (class in pipelinex.extras.ops.skimage_ops)
SkimageSegmentationSlic (class in pipelinex.extras.ops.skimage_ops)
SkimageSegmentationWatershed (class in pipelinex.extras.ops.skimage_ops)
SrMap (class in pipelinex.extras.ops.pandas_ops)
StatModule (class in pipelinex.extras.ops.pytorch_ops)
step_binary() (in module pipelinex.extras.ops.pytorch_ops)
StepBinary (class in pipelinex.extras.ops.pytorch_ops)
StringRunnerOptionContext (class in pipelinex.flex_kedro.context.flexible_run_context)
SubPipeline (class in pipelinex.flex_kedro.pipeline.sub_pipeline)
sum_up() (in module pipelinex.extras.ops.opencv_ops)
T
tensor_max() (in module pipelinex.extras.ops.pytorch_ops)
tensor_min() (in module pipelinex.extras.ops.pytorch_ops)
TensorAvgPool1d (class in pipelinex.extras.ops.pytorch_ops)
TensorAvgPool2d (class in pipelinex.extras.ops.pytorch_ops)
TensorAvgPool3d (class in pipelinex.extras.ops.pytorch_ops)
TensorClamp (class in pipelinex.extras.ops.pytorch_ops)
TensorClampMax (class in pipelinex.extras.ops.pytorch_ops)
TensorClampMin (class in pipelinex.extras.ops.pytorch_ops)
TensorConstantLinear (class in pipelinex.extras.ops.pytorch_ops)
TensorConv1d (class in pipelinex.extras.ops.pytorch_ops)
TensorConv2d (class in pipelinex.extras.ops.pytorch_ops)
TensorConv3d (class in pipelinex.extras.ops.pytorch_ops)
TensorCumsum (class in pipelinex.extras.ops.pytorch_ops)
TensorExp (class in pipelinex.extras.ops.pytorch_ops)
TensorFlatten (class in pipelinex.extras.ops.pytorch_ops)
TensorForward (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalAvgPool1d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalAvgPool2d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalAvgPool3d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalMaxPool1d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalMaxPool2d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalMaxPool3d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalMinPool1d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalMinPool2d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalMinPool3d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalRangePool1d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalRangePool2d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalRangePool3d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalSumPool1d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalSumPool2d (class in pipelinex.extras.ops.pytorch_ops)
TensorGlobalSumPool3d (class in pipelinex.extras.ops.pytorch_ops)
TensorIdentity (class in pipelinex.extras.ops.pytorch_ops)
TensorLog (class in pipelinex.extras.ops.pytorch_ops)
TensorMax (class in pipelinex.extras.ops.pytorch_ops)
TensorMaxPool1d (class in pipelinex.extras.ops.pytorch_ops)
TensorMaxPool2d (class in pipelinex.extras.ops.pytorch_ops)
TensorMaxPool3d (class in pipelinex.extras.ops.pytorch_ops)
TensorMean (class in pipelinex.extras.ops.pytorch_ops)
TensorMin (class in pipelinex.extras.ops.pytorch_ops)
TensorNearestPad (class in pipelinex.extras.ops.pytorch_ops)
TensorProba (class in pipelinex.extras.ops.pytorch_ops)
TensorRange (class in pipelinex.extras.ops.pytorch_ops)
TensorSkip (class in pipelinex.extras.ops.pytorch_ops)
TensorSlice (class in pipelinex.extras.ops.pytorch_ops)
TensorSqueeze (class in pipelinex.extras.ops.pytorch_ops)
TensorSum (class in pipelinex.extras.ops.pytorch_ops)
TensorUnsqueeze (class in pipelinex.extras.ops.pytorch_ops)
TimeLimit (class in pipelinex.extras.ops.ignite.handlers.time_limit)
to_array() (in module pipelinex.extras.ops.pytorch_ops)
to_channel_first_arr() (in module pipelinex.extras.ops.numpy_ops)
to_channel_first_tensor() (in module pipelinex.extras.ops.pytorch_ops)
to_channel_last_arr() (in module pipelinex.extras.ops.numpy_ops)
to_channel_last_tensor() (in module pipelinex.extras.ops.pytorch_ops)
ToPipeline (class in pipelinex.hatch_dict.hatch_dict)
total_seconds_to_datetime() (in module pipelinex.extras.decorators.pandas_decorators)
training (pipelinex.extras.ops.pytorch_ops.StatModule attribute)
(pipelinex.extras.ops.pytorch_ops.StepBinary attribute)
(pipelinex.extras.ops.pytorch_ops.TensorAvgPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorAvgPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorAvgPool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorClamp attribute)
(pipelinex.extras.ops.pytorch_ops.TensorClampMax attribute)
(pipelinex.extras.ops.pytorch_ops.TensorClampMin attribute)
(pipelinex.extras.ops.pytorch_ops.TensorConstantLinear attribute)
(pipelinex.extras.ops.pytorch_ops.TensorConv1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorConv2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorConv3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorCumsum attribute)
(pipelinex.extras.ops.pytorch_ops.TensorExp attribute)
(pipelinex.extras.ops.pytorch_ops.TensorFlatten attribute)
(pipelinex.extras.ops.pytorch_ops.TensorForward attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalAvgPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalAvgPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalAvgPool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalMaxPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalMaxPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalMaxPool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalMinPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalMinPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalMinPool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalRangePool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalRangePool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalRangePool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalSumPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalSumPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorGlobalSumPool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorIdentity attribute)
(pipelinex.extras.ops.pytorch_ops.TensorLog attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMax attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMaxPool1d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMaxPool2d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMaxPool3d attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMean attribute)
(pipelinex.extras.ops.pytorch_ops.TensorMin attribute)
(pipelinex.extras.ops.pytorch_ops.TensorNearestPad attribute)
(pipelinex.extras.ops.pytorch_ops.TensorProba attribute)
(pipelinex.extras.ops.pytorch_ops.TensorRange attribute)
(pipelinex.extras.ops.pytorch_ops.TensorSkip attribute)
(pipelinex.extras.ops.pytorch_ops.TensorSlice attribute)
(pipelinex.extras.ops.pytorch_ops.TensorSqueeze attribute)
(pipelinex.extras.ops.pytorch_ops.TensorSum attribute)
(pipelinex.extras.ops.pytorch_ops.TensorUnsqueeze attribute)
transform() (pipelinex.extras.ops.sklearn_ops.DfBaseTransformer method)
(pipelinex.extras.ops.sklearn_ops.ZeroToZeroTransformer method)
TransformCompose (class in pipelinex.utils)
U
update() (pipelinex.extras.ops.ignite.metrics.cohen_kappa_score.CohenKappaScore method)
(pipelinex.extras.ops.ignite.metrics.fbeta_score.FbetaScore method)
update_time_dict() (pipelinex.mlflow_on_kedro.hooks.mlflow.mlflow_time_logger.MLflowTimeLoggerHook method)
Z
ZeroToZeroTransformer (class in pipelinex.extras.ops.sklearn_ops)
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