All Classes and Interfaces
Class
Description
A dataset for loading image files stored in a folder structure.
Used to build an
AbstractImageFolder.Airfoil Self-Noise Data Set from https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise.
A builder to construct a
AirfoilRandomAccess.The
AmazonReview dataset contains a Application.NLP.SENTIMENT_ANALYSIS set
of reviews and their sentiment ratings.A builder to construct a
AmazonReview.Ames house pricing dataset from
https://www.kaggle.com/c/house-prices-advanced-regression-techniques/data.
A builder to construct a
AmesRandomAccess.Banana image detection dataset contains a 3 x 256 x 256 image in the dataset with a banana of
varying sizes in each image.
A builder for a
BananaDetection.An interface which contains datasets that are hosted on https://mlrepo.djl.ai/.
A
Dataset featuring captcha images.A builder for a
CaptchaDataset.CIFAR10 image classification dataset from https://www.cs.toronto.edu/~kriz/cifar.html.
A builder to construct a
Cifar10.Coco image detection dataset from http://cocodataset.org/#home.
A builder to construct a
CocoDetection.A metadata class to represent the structure of annotations in Coco.
An annotation applied to an image in the coco dataset.
An annotation category in the coco dataset.
An image in the coco dataset.
A utility class that assists in loading and parsing the annotations in Coco.
A text classification dataset contains questions from cooking.stackexchange.com and their
associated tags on the site.
A builder to construct a
CookingStackExchange.CsvDataset represents the dataset that stored in a .csv file.Used to build a
CsvDataset.Daily Delhi climate dataset from https://www.kaggle.com/datasets/sumanthvrao/daily-climate-time-series-data.
A builder to construct a
DailyDelhiClimate.A float buffer that can dynamically change it's capacity.
FashMnist is a dataset from Zalando article images
(https://github.com/zalandoresearch/fashion-mnist).
A builder for a
FashionMnist.A class contains feature name and its
Featurizer.An interface that convert String to numeric data.
A
Featurizer that only supports the data featurize operations, but not the full
deFeaturize operations used by labels.A utility class provides helper functions to create
Featurizer.FruitRottenFresh classification dataset that contains the same fruit where rotten and fresh class
are stored in different sub folders.
A builder for the
FruitsFreshAndRotten.GoEmotions is a corpus of 58k carefully curated comments extracted from Reddit, with human
annotations to 27 emotion categories or Neutral.
A builder to construct a
GoEmotions.A helper to create
Datasets for Application.CV.IMAGE_CLASSIFICATION.A helper to create a
Dataset where the data contains a single
image.Used to build an
ImageClassificationDataset.A dataset for loading image files stored in a folder structure.
A builder for the
ImageFolder.ImageNet is an image classification dataset from http://image-net.org 2012 Classification
dataset.
A builder for a
ImageNet.An extension of the
ArrayList for use in the TabularTranslator.An extension of the
ConcurrentHashMap for use in the TabularTranslator.MNIST handwritten digits dataset from http://yann.lecun.com/exdb/mnist.
A builder for a
Mnist.Movielens 100k movie reviews dataset from https://grouplens.org/datasets/movielens/100k/.
A builder to construct a
MovieLens100k.A helper to create
Datasets for Application.CV.OBJECT_DETECTION.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).
A builder to construct a
PennTreebankText .Pikachu image detection dataset that contains multiple Pikachus in each image.
A builder for a
PikachuDetection.A
Featurizer that must be prepared with the possible feature values before use.The
StanfordMovieReview dataset contains a Application.NLP.SENTIMENT_ANALYSIS set of movie reviews and their sentiment ratings.A builder for a
StanfordMovieReview.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.
A builder for a
StanfordQuestionAnsweringDataset.A abstract class for creating tabular datasets.
Used to build a
TabularDataset.A list of results from running a tabular model.
A single result corresponding to a single feature.
A
Translator that can be used for Application.Tabular tasks.A
TranslatorFactory to extend the TabularTranslator.TatoebaEnglishFrenchDataset is a English-French machine translation dataset from The
Tatoeba Project (http://www.manythings.org/anki/).A builder for a
TatoebaEnglishFrenchDataset.TextData is a utility for managing textual data within a Dataset.The configuration for creating a
TextData value in a Dataset.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.Abstract Builder that helps build a
TextDataset.A class stores
TextDataset sample information.Represents a function that accepts one argument, produces a result, and throws an Exception.
A Gold Standard Universal Dependencies Corpus for English, built over the source material of the
English Web Treebank LDC2012T13.
A builder for a
UniversalDependenciesEnglishEWT.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.
A builder to construct a
WikiText2 .