Index

_

__init__() (Accuracy method) (BagOfWordsTextClassificationModel method) (BaseConverter method) (BaseMetric method) (BaseModel method) (BaseOptimizer method) (BaseTask method) (Bleu method) (BoxPlotExplorer method) (ConverterChain method) (ConverterListJob method) (CorrelationMatrixExplorer method) (CovarianceMatrixExplorer method) (CSVDataLoader method) (DashAIDataset method) (DatasetJob method) (DecisionTreeClassifier method) (DensityHeatmapExplorer method) (DescribeExplorer method) (DistilBertTransformer method) (DummyClassifier method) (ECDFPlotExplorer method) (ExcelDataLoader method) (ExplainerJob method) (ExplorerJob method) (F1 method) (GradientBoostingR method) (HistGradientBoostingClassifier method) (HistogramPlotExplorer method) (HuggingFaceWrapper method) (HyperOptOptimizer method) (JSONDataLoader method) (KernelShap method) (KNeighborsClassifier method) (LinearRegression method) (LinearSVR method) (LogisticRegression method) (MAE method) (MLPRegression method) (ModelJob method) (MultiColumnBoxPlotExplorer method) (OptunaOptimizer method) (OpusMtEnESTransformer method) (ParallelCategoriesExplorer method) (ParallelCordinatesExplorer method) (PartialDependence method) (PermutationFeatureImportance method) (Precision method) (PredictJob method) (RandomForestClassifier method) (RandomForestRegression method) (Recall method) (RegressionTask method) (RidgeRegression method) (RMSE method) (RowExplorer method) (ScatterMatrixExplorer method) (ScatterPlotExplorer method) (SklearnLikeConverter method) (SklearnWrapper method) (SVC method) (TabularClassificationTask method) (TextClassificationTask method) (TranslationTask method) (WordcloudExplorer method)

A

Accuracy (class in DashAI.back.metrics)

B

BagOfWordsTextClassificationModel (class in DashAI.back.models) BaseConverter (class in DashAI.back.converters.base_converter) BaseMetric (class in DashAI.back.metrics) BaseModel (class in DashAI.back.models)

BaseOptimizer (class in DashAI.back.optimizers) BaseTask (class in DashAI.back.tasks) Bleu (class in DashAI.back.metrics) BoxPlotExplorer (class in DashAI.back.exploration)

C

ConverterChain (class in DashAI.back.converters.scikit_learn.converter_chain) ConverterListJob (class in DashAI.back.job)

CorrelationMatrixExplorer (class in DashAI.back.exploration) CovarianceMatrixExplorer (class in DashAI.back.exploration) CSVDataLoader (class in DashAI.back.dataloaders)

D

DashAIDataset (class in DashAI.back.dataloaders.classes.dashai_dataset) DatasetJob (class in DashAI.back.job) DecisionTreeClassifier (class in DashAI.back.models)

DensityHeatmapExplorer (class in DashAI.back.exploration) DescribeExplorer (class in DashAI.back.exploration) DistilBertTransformer (class in DashAI.back.models) DummyClassifier (class in DashAI.back.models)

E

ECDFPlotExplorer (class in DashAI.back.exploration) ExcelDataLoader (class in DashAI.back.dataloaders)

ExplainerJob (class in DashAI.back.job) ExplorerJob (class in DashAI.back.job)

F

F1 (class in DashAI.back.metrics)

G

GradientBoostingR (class in DashAI.back.models)

H

HistGradientBoostingClassifier (class in DashAI.back.models) HistogramPlotExplorer (class in DashAI.back.exploration)

HuggingFaceWrapper (class in DashAI.back.converters.hugging_face_wrapper) HyperOptOptimizer (class in DashAI.back.optimizers)

J

JSONDataLoader (class in DashAI.back.dataloaders)

K

KernelShap (class in DashAI.back.explainability)

KNeighborsClassifier (class in DashAI.back.models)

L

LinearRegression (class in DashAI.back.models)

LinearSVR (class in DashAI.back.models) LogisticRegression (class in DashAI.back.models)

M

MAE (class in DashAI.back.metrics) MLPRegression (class in DashAI.back.models)

ModelJob (class in DashAI.back.job) MultiColumnBoxPlotExplorer (class in DashAI.back.exploration)

O

OptunaOptimizer (class in DashAI.back.optimizers)

OpusMtEnESTransformer (class in DashAI.back.models)

P

ParallelCategoriesExplorer (class in DashAI.back.exploration) ParallelCordinatesExplorer (class in DashAI.back.exploration) PartialDependence (class in DashAI.back.explainability)

PermutationFeatureImportance (class in DashAI.back.explainability) Precision (class in DashAI.back.metrics) PredictJob (class in DashAI.back.job)

R

RandomForestClassifier (class in DashAI.back.models) RandomForestRegression (class in DashAI.back.models) Recall (class in DashAI.back.metrics)

RegressionTask (class in DashAI.back.tasks) RidgeRegression (class in DashAI.back.models) RMSE (class in DashAI.back.metrics) RowExplorer (class in DashAI.back.exploration)

S

ScatterMatrixExplorer (class in DashAI.back.exploration) ScatterPlotExplorer (class in DashAI.back.exploration)

SklearnLikeConverter (class in DashAI.back.converters.scikit_learn.sklearn_like_converter) SklearnWrapper (class in DashAI.back.converters.sklearn_wrapper) SVC (class in DashAI.back.models)

T

TabularClassificationTask (class in DashAI.back.tasks)

TextClassificationTask (class in DashAI.back.tasks) TranslationTask (class in DashAI.back.tasks)

W

WordcloudExplorer (class in DashAI.back.exploration)