Package ai.djl.basicdataset.tabular
Class AirfoilRandomAccess
- java.lang.Object
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- ai.djl.training.dataset.RandomAccessDataset
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- ai.djl.basicdataset.tabular.TabularDataset
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- ai.djl.basicdataset.tabular.CsvDataset
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- ai.djl.basicdataset.tabular.AirfoilRandomAccess
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- All Implemented Interfaces:
ai.djl.training.dataset.Dataset
public final class AirfoilRandomAccess extends CsvDataset
Airfoil Self-Noise Data Set from https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise.1503 instances 6 attributes
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
AirfoilRandomAccess.Builder
A builder to construct aAirfoilRandomAccess
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Nested classes/interfaces inherited from class ai.djl.basicdataset.tabular.CsvDataset
CsvDataset.CsvBuilder<T extends CsvDataset.CsvBuilder<T>>
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Nested classes/interfaces inherited from class ai.djl.basicdataset.tabular.TabularDataset
TabularDataset.BaseBuilder<T extends TabularDataset.BaseBuilder<T>>
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Field Summary
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Fields inherited from class ai.djl.basicdataset.tabular.CsvDataset
csvFormat, csvRecords, csvUrl
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Fields inherited from class ai.djl.basicdataset.tabular.TabularDataset
features, labels
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static AirfoilRandomAccess.Builder
builder()
Creates a builder to build aAirfoilRandomAccess
.java.util.List<java.lang.String>
getColumnNames()
Returns the column names of the CSV file.void
prepare(ai.djl.util.Progress progress)
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Methods inherited from class ai.djl.basicdataset.tabular.CsvDataset
availableSize, getCell
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Methods inherited from class ai.djl.basicdataset.tabular.TabularDataset
get, getFeatures, getFeatureSize, getLabels, getLabelSize, getRowFeatures, matchingTranslatorOptions, prepareFeaturizers
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Methods inherited from class ai.djl.training.dataset.RandomAccessDataset
getData, getData, getData, getData, newSubDataset, newSubDataset, randomSplit, size, subDataset, subDataset, subDataset, subDataset, toArray
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Method Detail
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prepare
public void prepare(ai.djl.util.Progress progress) throws java.io.IOException
- Specified by:
prepare
in interfaceai.djl.training.dataset.Dataset
- Overrides:
prepare
in classCsvDataset
- Throws:
java.io.IOException
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getColumnNames
public java.util.List<java.lang.String> getColumnNames()
Returns the column names of the CSV file.- Overrides:
getColumnNames
in classCsvDataset
- Returns:
- a list of column name
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builder
public static AirfoilRandomAccess.Builder builder()
Creates a builder to build aAirfoilRandomAccess
.- Returns:
- a new builder
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