All Classes

Class	Description
AbstractImageFolder	A dataset for loading image files stored in a folder structure.
AbstractImageFolder.ImageFolderBuilder<T extends AbstractImageFolder.ImageFolderBuilder<T>>	Used to build an AbstractImageFolder.
AirfoilRandomAccess	Airfoil Self-Noise Data Set from https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise.
AirfoilRandomAccess.Builder	A builder to construct a AirfoilRandomAccess.
AmazonReview	The AmazonReview dataset contains a Application.NLP.SENTIMENT_ANALYSIS set of reviews and their sentiment ratings.
AmazonReview.Builder	A builder to construct a AmazonReview.
AmesRandomAccess	Ames house pricing dataset from https://www.kaggle.com/c/house-prices-advanced-regression-techniques/data.
AmesRandomAccess.Builder	A builder to construct a AmesRandomAccess.
BananaDetection	Banana image detection dataset contains a 3 x 256 x 256 image in the dataset with a banana of varying sizes in each image.
BananaDetection.Builder	A builder for a BananaDetection.
BasicDatasets	An interface which contains datasets that are hosted on https://mlrepo.djl.ai/.
CaptchaDataset	A Dataset featuring captcha images.
CaptchaDataset.Builder	A builder for a CaptchaDataset.
Cifar10	CIFAR10 image classification dataset from https://www.cs.toronto.edu/~kriz/cifar.html.
Cifar10.Builder	A builder to construct a Cifar10.
CocoDetection	Coco image detection dataset from http://cocodataset.org/#home.
CocoDetection.Builder	A builder to construct a CocoDetection.
CocoMetadata	A metadata class to represent the structure of annotations in Coco.
CocoMetadata.Annotation	An annotation applied to an image in the coco dataset.
CocoMetadata.Category	An annotation category in the coco dataset.
CocoMetadata.Image	An image in the coco dataset.
CocoUtils	A utility class that assists in loading and parsing the annotations in Coco.
CookingStackExchange	A text classification dataset contains questions from cooking.stackexchange.com and their associated tags on the site.
CookingStackExchange.Builder	A builder to construct a CookingStackExchange.
CsvDataset	CsvDataset represents the dataset that stored in a .csv file.
CsvDataset.CsvBuilder<T extends CsvDataset.CsvBuilder<T>>	Used to build a CsvDataset.
DailyDelhiClimate	Daily Delhi climate dataset from https://www.kaggle.com/datasets/sumanthvrao/daily-climate-time-series-data.
DailyDelhiClimate.Builder	A builder to construct a DailyDelhiClimate.
DynamicBuffer	A float buffer that can dynamically change it's capacity.
FashionMnist	FashMnist is a dataset from Zalando article images (https://github.com/zalandoresearch/fashion-mnist).
FashionMnist.Builder	A builder for a FashionMnist.
Feature	A class contains feature name and its Featurizer.
Featurizer	An interface that convert String to numeric data.
Featurizer.DataFeaturizer	A Featurizer that only supports the data featurize operations, but not the full deFeaturize operations used by labels.
Featurizers	A utility class provides helper functions to create Featurizer.
FixedBucketSampler	FixedBucketSampler is a Sampler to be used with TextDataset, and PaddingStackBatchifier.
FruitsFreshAndRotten	FruitRottenFresh classification dataset that contains the same fruit where rotten and fresh class are stored in different sub folders.
FruitsFreshAndRotten.Builder	A builder for the FruitsFreshAndRotten.
GoEmotions	GoEmotions is a corpus of 58k carefully curated comments extracted from Reddit, with human annotations to 27 emotion categories or Neutral.
GoEmotions.Builder	A builder to construct a GoEmotions.
ImageClassificationDataset	A helper to create Datasets for Application.CV.IMAGE_CLASSIFICATION.
ImageDataset	A helper to create a Dataset where the data contains a single image.
ImageDataset.BaseBuilder<T extends ImageDataset.BaseBuilder<T>>	Used to build an ImageClassificationDataset.
ImageFolder	A dataset for loading image files stored in a folder structure.
ImageFolder.Builder	A builder for the ImageFolder.
ImageNet	ImageNet is an image classification dataset from http://image-net.org 2012 Classification dataset.
ImageNet.Builder	A builder for a ImageNet.
ListFeatures	An extension of the ArrayList for use in the TabularTranslator.
MapFeatures	An extension of the ConcurrentHashMap for use in the TabularTranslator.
Mnist	MNIST handwritten digits dataset from http://yann.lecun.com/exdb/mnist.
Mnist.Builder	A builder for a Mnist.
MovieLens100k	Movielens 100k movie reviews dataset from https://grouplens.org/datasets/movielens/100k/.
MovieLens100k.Builder	A builder to construct a MovieLens100k.
ObjectDetectionDataset	A helper to create Datasets for Application.CV.OBJECT_DETECTION.
PennTreebankText	The Penn Treebank (PTB) project selected 2,499 stories from a three year Wall Street Journal (WSJ) collection of 98,732 stories for syntactic annotation (see here for details).
PennTreebankText.Builder	A builder to construct a PennTreebankText .
PikachuDetection	Pikachu image detection dataset that contains multiple Pikachus in each image.
PikachuDetection.Builder	A builder for a PikachuDetection.
PreparedFeaturizer	A Featurizer that must be prepared with the possible feature values before use.
StanfordMovieReview	The StanfordMovieReview dataset contains a Application.NLP.SENTIMENT_ANALYSIS set of movie reviews and their sentiment ratings.
StanfordMovieReview.Builder	A builder for a StanfordMovieReview.
StanfordQuestionAnsweringDataset	Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswerable.
StanfordQuestionAnsweringDataset.Builder	A builder for a StanfordQuestionAnsweringDataset.
TabularDataset	A abstract class for creating tabular datasets.
TabularDataset.BaseBuilder<T extends TabularDataset.BaseBuilder<T>>	Used to build a TabularDataset.
TabularResults	A list of results from running a tabular model.
TabularResults.TabularResult	A single result corresponding to a single feature.
TabularTranslator	A Translator that can be used for Application.Tabular tasks.
TabularTranslatorFactory	A TranslatorFactory to extend the TabularTranslator.
TatoebaEnglishFrenchDataset	TatoebaEnglishFrenchDataset is a English-French machine translation dataset from The Tatoeba Project (http://www.manythings.org/anki/).
TatoebaEnglishFrenchDataset.Builder	A builder for a TatoebaEnglishFrenchDataset.
TextData	TextData is a utility for managing textual data within a Dataset.
TextData.Configuration	The configuration for creating a TextData value in a Dataset.
TextDataset	TextDataset is an abstract dataset that can be used for datasets for natural language processing where either the source or target are text-based data.
TextDataset.Builder<T extends TextDataset.Builder<T>>	Abstract Builder that helps build a TextDataset.
TextDataset.Sample	A class stores TextDataset sample information.
ThrowingFunction<T,R,E extends java.lang.Exception>	Represents a function that accepts one argument, produces a result, and throws an Exception.
UniversalDependenciesEnglishEWT	A Gold Standard Universal Dependencies Corpus for English, built over the source material of the English Web Treebank LDC2012T13.
UniversalDependenciesEnglishEWT.Builder	A builder for a UniversalDependenciesEnglishEWT.
WikiText2	The WikiText language modeling dataset is a collection of over 100 million tokens extracted from the set of verified Good and Featured articles on Wikipedia.
WikiText2.Builder	A builder to construct a WikiText2 .