Index

_

__init__() (Accuracy method) (AdditiveChi2Sampler method) (BagOfWordsTextClassificationModel method) (BaseConverter method) (BaseMetric method) (BaseModel method) (BaseOptimizer method) (BaseTask method) (Binarizer method) (Bleu method) (BoxPlotExplorer method) (CharacterReplacer method) (ColumnRemover 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) (Embedding method) (ExcelDataLoader method) (ExplainerJob method) (ExplorerJob method) (F1 method) (FastICA method) (GenericUnivariateSelect method) (GradientBoostingR method) (HistGradientBoostingClassifier method) (HistogramPlotExplorer method) (HuggingFaceWrapper method) (HyperOptOptimizer method) (IncrementalPCA method) (JSONDataLoader method) (KernelShap method) (KNeighborsClassifier method) (KNNImputer method) (LabelBinarizer method) (LabelEncoder method) (LinearRegression method) (LinearSVR method) (LogisticRegression method) (MAE method) (MaxAbsScaler method) (MinMaxScaler method) (MissingIndicator method) (MLPRegression method) (ModelJob method) (MultiColumnBoxPlotExplorer method) (Normalizer method) (Nystroem method) (OneHotEncoder method) (OptunaOptimizer method) (OpusMtEnESTransformer method) (OrdinalEncoder method) (ParallelCategoriesExplorer method) (ParallelCordinatesExplorer method) (PartialDependence method) (PCA method) (PermutationFeatureImportance method) (PolynomialFeatures method) (Precision method) (PredictJob method) (RandomForestClassifier method) (RandomForestRegression method) (RandomUnderSamplerConverter method) (RBFSampler method) (Recall method) (RegressionTask method) (RidgeRegression method) (RMSE method) (RowExplorer method) (ScatterMatrixExplorer method) (ScatterPlotExplorer method) (SelectFdr method) (SelectFpr method) (SelectFwe method) (SelectKBest method) (SelectPercentile method) (SimpleImputer method) (SkewedChi2Sampler method) (SklearnLikeConverter method) (SklearnWrapper method) (SMOTEConverter method) (SMOTEENNConverter method) (StandardScaler method) (SVC method) (TabularClassificationTask method) (Ter method) (TextClassificationTask method) (TranslationTask method) (TruncatedSVD method) (VarianceThreshold method) (WordcloudExplorer method)

A

Accuracy (class in DashAI.back.metrics)

AdditiveChi2Sampler (class in DashAI.back.converters)

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) Binarizer (class in DashAI.back.converters) Bleu (class in DashAI.back.metrics) BoxPlotExplorer (class in DashAI.back.exploration)

C

CharacterReplacer (class in DashAI.back.converters) ColumnRemover (class in DashAI.back.converters) 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) Embedding (class in DashAI.back.converters)

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)

FastICA (class in DashAI.back.converters)

G

GenericUnivariateSelect (class in DashAI.back.converters)

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)

I

IncrementalPCA (class in DashAI.back.converters)

J

JSONDataLoader (class in DashAI.back.dataloaders)

K

KernelShap (class in DashAI.back.explainability)

KNeighborsClassifier (class in DashAI.back.models) KNNImputer (class in DashAI.back.converters)

L

LabelBinarizer (class in DashAI.back.converters) LabelEncoder (class in DashAI.back.converters)

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) MaxAbsScaler (class in DashAI.back.converters) MinMaxScaler (class in DashAI.back.converters)

MissingIndicator (class in DashAI.back.converters) MLPRegression (class in DashAI.back.models) ModelJob (class in DashAI.back.job) MultiColumnBoxPlotExplorer (class in DashAI.back.exploration)

N

Normalizer (class in DashAI.back.converters)

Nystroem (class in DashAI.back.converters)

O

OneHotEncoder (class in DashAI.back.converters) OptunaOptimizer (class in DashAI.back.optimizers)

OpusMtEnESTransformer (class in DashAI.back.models) OrdinalEncoder (class in DashAI.back.converters)

P

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

PermutationFeatureImportance (class in DashAI.back.explainability) PolynomialFeatures (class in DashAI.back.converters) 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) RandomUnderSamplerConverter (class in DashAI.back.converters) RBFSampler (class in DashAI.back.converters)

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) SelectFdr (class in DashAI.back.converters) SelectFpr (class in DashAI.back.converters) SelectFwe (class in DashAI.back.converters) SelectKBest (class in DashAI.back.converters) SelectPercentile (class in DashAI.back.converters)

SimpleImputer (class in DashAI.back.converters) SkewedChi2Sampler (class in DashAI.back.converters) SklearnLikeConverter (class in DashAI.back.converters.scikit_learn.sklearn_like_converter) SklearnWrapper (class in DashAI.back.converters.sklearn_wrapper) SMOTEConverter (class in DashAI.back.converters) SMOTEENNConverter (class in DashAI.back.converters) StandardScaler (class in DashAI.back.converters) SVC (class in DashAI.back.models)

T

TabularClassificationTask (class in DashAI.back.tasks) Ter (class in DashAI.back.metrics)

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

V

VarianceThreshold (class in DashAI.back.converters)

W

WordcloudExplorer (class in DashAI.back.exploration)