All Classes Interface Summary Class Summary
| Class |
Description |
| AbstractImageFolder |
A dataset for loading image files stored in a folder structure.
|
| AbstractImageFolder.ImageFolderBuilder<T extends AbstractImageFolder.ImageFolderBuilder<T>> |
|
| AirfoilRandomAccess |
Airfoil Self-Noise Data Set from https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise.
|
| AirfoilRandomAccess.Builder |
|
| 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 |
|
| 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 |
|
| BasicDatasets |
An interface which contains datasets that are hosted on https://mlrepo.djl.ai/.
|
| CaptchaDataset |
A Dataset featuring captcha images.
|
| CaptchaDataset.Builder |
|
| Cifar10 |
CIFAR10 image classification dataset from https://www.cs.toronto.edu/~kriz/cifar.html.
|
| Cifar10.Builder |
|
| CocoDetection |
Coco image detection dataset from http://cocodataset.org/#home.
|
| CocoDetection.Builder |
|
| 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 |
|
| CsvDataset |
CsvDataset represents the dataset that stored in a .csv file.
|
| CsvDataset.CsvBuilder<T extends CsvDataset.CsvBuilder<T>> |
|
| CsvDataset.Feature |
A class contains feature name and its Featurizer.
|
| CsvDataset.Featurizer |
An interface that convert String to numeric data.
|
| 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 |
|
| FixedBucketSampler |
FixedBucketSampler is a Sampler to be used with TextDataset, and PaddingStackBatchifier.
|
| 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>> |
|
| ImageFolder |
A dataset for loading image files stored in a folder structure.
|
| ImageFolder.Builder |
|
| ImageNet |
ImageNet is an image classification dataset from http://image-net.org 2012 Classification
dataset.
|
| ImageNet.Builder |
|
| Mnist |
MNIST handwritten digits dataset from http://yann.lecun.com/exdb/mnist.
|
| Mnist.Builder |
|
| 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 |
|
| PikachuDetection |
Pikachu image detection dataset that contains multiple Pikachus in each image.
|
| PikachuDetection.Builder |
|
| RawDataset<T> |
An interface can read a plain java object from dataset.
|
| StanfordMovieReview |
The StanfordMovieReview dataset contains a Application.NLP.SENTIMENT_ANALYSIS set of movie reviews and their sentiment ratings.
|
| StanfordMovieReview.Builder |
|
| 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 |
|
| TatoebaEnglishFrenchDataset |
TatoebaEnglishFrenchDataset is a English-French machine translation dataset from The
Tatoeba Project (http://www.manythings.org/anki/).
|
| TatoebaEnglishFrenchDataset.Builder |
|
| 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>> |
|
| 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.
|
| 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 |
|