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List of datasets for machine-learning research

These datasets are used in machine learning (ML) research and have been cited in peer-reviewed academic journals. Datasets are an integral part of the field of machine learning. Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less intuitively, the availability of high-quality…

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Overview

Datasets Machine learning (ML)Peer-reviewed Academic journals Algorithms

15 related topics

Text data

Natural language processing Sentiment analysis Cluster analysis

3 related topics

Sound data

Speech recognition Speech synthesis

2 related topics

Signal data

Signal processing

1 related topics

Topics to explore

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Overview

Datasets Data set
Machine learning (ML) Machine learning
Peer-reviewed Peer review
Academic journals Academic journal
Algorithms Algorithm
Deep learning
Computer hardware
Supervised Supervised learning
Semi-supervised Semi-supervised learning
Unsupervised Unsupervised learning
Croissant Croissant (metadata format)
Non-open data Open data
Governmental-bodies Government agency
Open data portals Open data portal
Open API

Text data

Sound data

Signal data

Signal processing

Curated repositories of datasets

Appen Appen (company)

Advanced semantic analysis

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Map overview Semantic statistics

List of datasets for machine-learning research

Nodes28

Edges27

Triples8

Avg. degree1.93

Density0.071429

Components1

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Important terminology

datasets data learning open machine used algorithms high-quality portals many labeled difficult various text physical systems biological list benchmark machine-learning

Entity relationships Subject–Predicate–Object triples

Subject	Predicate	Object	Confidence	Src
natural language processing	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text
sentiment analysis	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text
translation	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text
and cluster analysis.ReviewsNews articlesMessagesTwitter	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text
tweetsDialoguesLegalOther text Reviews News articles Messages Twitter	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text
tweets Dialogues Legal Other text Sound dataThese datasets consist of sounds	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text
sound features used for tasks such as speech recognition	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text
speech synthesis.SpeechMusicOther sounds Speech Music Other sounds Signal dataDatasets containing electric signal information requiring some sort of signal processing for further analysis.ElectricalMotion-trackingOther signals Electrical Motion-tracking Other signals Chemical dataDatasets from physical systems.Chemical Reactions with transition states	instance of	Image data Text dataThese datasets consist primarily of text for tasks	0.80	text

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Min side: 3

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