Datasets are an integral part of the field of machine learning. Originally published at UCI Machine Learning Repository: Iris Data Set, this small dataset from 1936 is often used for testing out machine learning algorithms and visualizations (for example, Scatter Plot). h5 (parameters) which can be used to predict emotion on any test image present in the The Wolfram Data Repository is a public resource that hosts an expanding collection of computable datasets, curated and structured to be suitable for immediate use in computation, visualization, analysis and more. Latest build Thu, 11 Jul 2019 01:19:38 UTC. pixels in the image. 10 Curated repositories of datasets; 11 See also; 12 References  For information about citing data sets in publications, please read our citation policy. It's a new and easy way to discover the latest news related to subjects you care about. If you don't want to train the classifier from scratch, you can make the use of fertestcustom. When you create a new workspace in Azure Machine Learning Studio, a number of sample datasets and experiments are included by default. Oct 25, 2018 United States agricultural researchers have many options for making their data available online. UCI Machine Learning Repository is a dataset specifically pre-processed for machine learning. View the Project on GitHub srvk/how2-dataset. 4 of OctoMap  This dataset consists of message logs of on-board units, including a labelled To use VeReMi, or parts of the dataset, clone the corresponding repository, which   Dec 28, 2013 UCI Machine Learning Repository: One of the oldest sources of datasets on the web, and a great first stop when looking for interesting datasets. This facility is likely to be recognised by scientific journal editors as one of the legitimate independently maintained places for depositing author processed datasets to satisfy editorial board requirements on open access to data. The DRS was developed by the Northeastern University Library as a tool for University faculty and staff to protect the valuable information and data that has been Welcome. S. Relevant Papers: N/A. Back to main page . Loading a DataSet from XML. info Supported By: The Prognostics Data Repository is a collection of data sets that have been donated by various universities, agencies, or companies. Data Set Information: N/A. Multivariate . Examples of this data in action are: Alltuition makes college more affordable by matching prospective students with the grants, scholarships, and loans they qualify for based on their demographic data. Served by vagrant-dryad Dataset Search Beta. A summary of all data sets is in  Sep 5, 2018 At the moment, dataset publication is extremely fragmented. load_dataset¶ seaborn. 5 Internet; 9. Alessandro Murgia 3, Michele Marchesi 1 and Roberto T onelli 1. general information about the data set · data (100 realizations   Most of the datasets on this page are in the S dumpdata and R compressed . License: No license information was provided. Download demo. You may view all data sets through our searchable interface. HDX Data Team Bot updated the resource Mali IDPs by Region. edu/ml. edu. , Tempe, AZ 85281 | link to map Note. The repository began to hold datasets collected by the MAPIR lab, but eventually grew up and now also holds datasets from many other labs, which have been converted into the Rawlog format. YouTube is a video sharing site where various interactions occur between users. The Health Data Repository (HDR) is a VA multi-year development project to create a longitudinal record of Veterans clinical data, including a method to display 'legacy' clinical data from 128 Veterans Health Information Systems and Technology Architecture (VistA) systems. Many social bots perform useful functions, but there is a growing record of malicious applications of social bots. © 2019 Kaggle Inc. Additional imagery sets to the main Open Images dataset, to improve its diversity (geographic, cultural, demographic, subject matter, etc). Cam-CAN Data Repository. Stay tuned! Below is a listing of publicly accessible ProteomeXchange datasets. Q8: My dataset is registered in several different repositories. For any  Another great repository of 100s of datasets from the University of California, School of Information and Computer Science. TFDS provides a way to transform all those datasets into a standard format, do the preprocessing necessary to make seaborn. gz (7MB) - Description for dhcp dataset and analysis on jupyter notebook Repository for dataset download and baseline code for tasks based on the How2 dataset. The Online Registry of Biomedical Informatics Tools (ORBIT) Project is a community-wide effort to create and maintain a structured, searchable metadata registry for informatics software, knowledge bases, data sets and design resources. 1. Dryad is a nonprofit repository for data underlying the international scientific and medical literature. Data Planet, The largest repository of standardized and structured statistical data, with over 25 billion data points, 4. The How2 Dataset. 03/30/2017; 5 minutes to read +5; In this article. Agency for International Development (USAID) has launched a new, improved data repository to make better use of the valuable Agency-funded data being gathered from all over the world. . Your request will be reviewed, and an invoice will be sent for payment. Banana Data Set. Rich metadata to create self-descriptive data packages. Our repository of egocentric activity datasets! This page captures our effort on GTEA dataset series. Many are just networks, others are networks plus attribute data about the nodes. Categorical, Integer, Real This list is part of the Open Access Directory. The Magazine of Early American Datasets (MEAD) is an online repository of datasets compiled by historians of early North America. For each user, we crawl his/her contacts, subscriptions and favorite videos. Feel free to browse and download the currently available datasets. 12, 125019, 2013 Public: This dataset is intended for public access and use. It is a ‘go-to-shop’ for beginners and advanced learners alike. Aspects of Software Development. Also included are resources that serve as a portal for information about biomedical data and information sharing systems. Description: This social honeypot dataset collected from December 30, 2009 to August 2, 2010 on Twitter. The Data Repository includes a growing number of numerical, textual, image, and other data resources from a very wide range of application areas. log. You The ISC Repository is an open facility that has a good potential to serve geophysicists for a very long time. The dataset is most conveniently stored and browsed as a Google Spreadsheet. Learn more about including your datasets in Dataset Search. Data sharing made easier: use Repository Finder to find the right repository for your data. gov. uci. Data Mining and Machine Learning Laboratory (dmml@dmml. It classifies the datasets by the type of  The UCI Machine Learning Repository maintains 351 data sets as a service to the machine learning community. gz (1MB) - Description for dhcp dataset and analysis on jupyter notebook; dns. I am well. We provide researchers around the world with this data to enable research in computer graphics, computer vision, robotics, and other related disciplines. From the UCI repository of machine learning databases. Classes inherited from DataSet are not finalized by the garbage collector, because the finalizer has been suppressed in DataSet. Roughly 22694356 total connections. Please DO NOT modify this file directly. For a general overview of the Repository, please visit our About page. 5 Tesla magnets and DICOM images from 10,000 clinical knee MRIs also obtained at 3 or 1. The Robotics Data Set Repository (Radish for short) provides a collection of standard robotics data sets. The contents of an ADO. These have widely varying data formats, so we need   UCI Machine Learning Repository: One of the oldest sources of datasets on the web, and a great first stop when looking for interesting datasets. Download: Dataset. For compatibility, use at least version 1. To find out whether your photo is included in the Flickr-Faces-HQ dataset, please click this link to search the dataset with your Flickr username. Data Access  If you would like your datasets to also show up in Google Dataset Search with a direct link to your own repository as the source, then you should expose the  Data Planet Statistical Datasets provides easy access to an extensive repository of standardized and structured statistical data. Radish: The Robotics Data Set Repository. Criteria: There is a research question or need that the database can Back to main page . Dataset Download. to other dataset repositories and tips on surfing the web for data, by Robin Lock,  _artificial import generate_artificial_dataset from gluonts. Datasets | Kaggle Million Song Dataset; MIT Cancer Genomics gene expression datasets and publications, from MIT Whitehead Center for Genome Research. The Spatial Data Repository provides geographically-linked health and demographic data from The DHS Program and the U. This subset was later termed the ”regression friendly” dataset. To submit your dataset request, complete the request form. Our Team Terms Privacy Contact/Support The Google Public Data Explorer makes large datasets easy to explore, visualize and communicate. IAPR Public datasets for machine learning page. This long-term secure repository of seismic datasets includes all necessary metadata such as a DOI, author contact information, affiliation, relevant scientific   May 26, 2014 The Delve datasets and families are available from this page. _m4 import  This dataset repository contains 3D laser scans and final maps for OctoMap (http ://octomap. Pew Research Center offers its raw data from its fascinating research into American life. If you have a dataset repository, you likely have at least two types of pages: the  Access to the data set requires application and IRB approval. Support for several common data for human action classification on this dataset. In this section you can find and download all the datasets from KEEL-dataset repository. kin family of datasets. The data repository is a large database infrastructure — several databases — that collect, manage, and store data sets for data analysis, sharing and reporting. These datasets are used for machine-learning research and have been cited in peer-reviewed 9. NET Framework you have great flexibility over what information is loaded from XML, and how the schema or relational structure of the DataSet is created. Dataset URIs Source: N/A. The Dataset. Some example datasets are included in the Weka distribution. Sep 21, 2018 Re3data. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U. Abstract: Twitter is a social news website. Network repository is not only the first interactive repository, but also the largest network repository with thousands of donations in 30+ domains (from biological to social network data). So, is it apt to call the Dataset an example of Repository Pattern. A novel Bayesian imaging method for probabilistic delamination detection of composite materials, Peng, Tishun and Saxena, Abhinav and Goebel, Kai and Xiang, Yibing and Sankararaman, Shankar and Liu, Yongming, Smart Materials and Structures, Vol. Datasets are developed locally or have been acquired from the public domain or though private relationships with research groups. What do I need to know about data repositories? The term “data repository” is often used interchangeably with a data warehouse or a data mart. Some of the datasets are large, and each is provided in compressed form using gzip and XMILL. conn. We have provided a new way to contribute to Awesome Public Datasets. 3 billion datasets, 400+ source databases. Title, Dataset ID, Date, Instrument, Lab Head, Publication, Repository, Species, Submitter  Making it easier to discover datasets - The Keyword www. Increasing evidence suggests that a growing amount of social media content is generated by autonomous entities known as social bots. We developed this dataset prin-cipally because there is a lack of such datasets Hi Today, I will shows how to download datasets from UCI dataset and prepare data Let GO 1. The ProPara repository in Github can be accessed here. Download kin-family Welcome to the UC Irvine Machine Learning Repository! We currently maintain 22 data sets as a service to the machine learning community. Welcome to the UC Irvine Machine Learning Repository! We currently maintain 476 data sets as a service to the machine learning community. Title/Topic: Class-level data for KC1 (Defective or Title: Nickle Repository Transaction Data Donor: Bart Massey  You may freely use this data for developing SLAM or interpretation algorithms, but you are required to name the people, who recorded the data set and their  Jan 24, 2017 The design and use of a metadata-driven data repository for research data The metadata for any individual cited dataset will also contain the  Answer: No, they serve different purposes. caverlee-2011. In addition, with the . UCI Machine Learning Repository Collection of benchmark datasets for regression and classification tasks; UCI KDD Archive Extended version of UCI datasets Dataset Requests. Free online datasets on R and data mining. is a repository of detailed election results at the constituency level Scientific DataSet (SDS) is a managed library for reading, writing and sharing array-oriented scientific data, such as time series, matrices, satellite or medical imagery, and multidimensional numerical grids. 22 No. json (trained model) and fer. csv in the dataset JSON Repository over 2 years ago. The CARDIA Study has provided NHLBI Data Repository Datasets for exams conducted during Years 0-25, as well as for follow-up contacts for which data collection has been completed for at least five years, and for adjudicated morbid and mortal events. Papers. github. Our old web site is still available, for those who prefer the old format. The XML Data Repository collects publicly available datasets in XML form, and provides statistics on the datasets, for use in research experiments. dataset. After payment is received, the dataset will be provided. ProPara Repository. We're hosting the most popular datasets from  May 28, 2019 data-set-dataset-data-science-projects Luckily, there are online repositories that curate data sets and (mostly) remove the uninteresting ones. Other datasets from the StatLib Repository at Carnegie Mellon University. Please refer to the Machine Learning Repository's citation policy [1] Papers were automatically harvested and associated with this data set, in collaboration with Rexa. This is a general term to refer to a data set isolated to be mined for data reporting and analysis. Search Datasets: Search Go to Go Export Filtered Results These datasets are used for machine-learning research and have been cited in peer-reviewed academic journals. The Digital Repository Service is a secure repository system, designed to store and share scholarly, administrative, and archival materials from the Northeastern University community. A repository separates the business logic from the interactions with the underlying data source or Web service. The Administrative Data Repository (ADR) was established to provide support for the administrative data elements relative to multiple categories of a person entity such as demographic and eligibility information. 01/19/2018; 14 minutes to read +7; In this article. To read data via MATLAB, you can use "libsvmread" in LIBSVM package. load_dataset (name, cache=True, data_home=None, **kws) ¶ Load a dataset from the online repository (requires internet). Welcome to the KEEL-dataset repository. org and other . David Ribas has uploaded an underwater data   Department of Quantitative Health Sciences; Datasets Cleveland Clinic Statistical Education Dataset Repository Register here to download datasets. Further details and experimental results are described in the following papers: The dataset comprises of 230 molecules trialed for mutagenicity on Salmonella typhimurium. The Wolfram Data Repository is a curated cloud repository of computable data resources, all set up to be instantly usable in the Wolfram Language. Categorical, Integer, Real . Funding Opportunity: NHLBI R21 RFA-HL-17-022. Search. We also carry out a preliminary analysis of whether imbalance in the dataset leads to bias in the classifiers. This funding opportunity is to support meritorious exploratory research relevant to the NHLBI mission using the biospecimen collections that are stored in the NHLBI Biorepository and that are available through BioLINCC. The derived class can call the ReRegisterForFinalize method in its constructor to allow the class to be finalized by the garbage collector. An updated and expanded version of the mammals sleep dataset 83 11 0 5 0 0 6 CSV : DOC : ggplot2 presidential Terms of 11 presidents from Eisenhower to Obama 11 4 1 2 A data repository refers to an enterprise data storage entity (or sometimes entities) into which data has been specifically partitioned for an analytical or reporting purpose. As the charts and maps animate over time, the changes in the world become easier to understand. Which one should I use for citation? Or should I use all  This page provides an entry point to a set of datasets in UCINET format. edu/ml/dataset Use of NHLBI Data Repository Dataset and Stored Specimens. If you have a dataset repository, you likely have at least two types of pages: the canonical ("landing") pages for each dataset and pages that list multiple datasets (for example, search results, or some subset of datasets). Different scientific domains have their own preferred repositories, as do different  Many (but not all) of the UCI datasets you will use in R programming are in comma-separated value (CSV) Go to the UCI ML repository to retrieve the data. 7 Other multivariate. Both scanners A nice dataset that has everything from scanning/recon through explotation as well as some c99 shell traffic. A data repository is also known as a data library or data archive. This dataset aggregates the primary sources of  OpenfMRI. 4 Transit; 9. 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 training datasets. Sometimes the protective measures taken to reduce disclosure risk would significantly degrade  Publishing a dataset in the Journal of Soil and Water Conservation (JSWC) A dataset uploaded to a permanent repository, peer-reviewed, and accepted. Although the  The first interactive network dataset repository with real-time interactive graph visualization and analytics. Each repository gave it a persistent identifier. If a repository is open in some respects but not ot Back then, it was actually difficult to find datasets for data science and machine learning projects. The R function used to generate this dataset. DataSet records contain additional resources including cluster tools and differential expression queries. To get your photo removed from the Flickr-Faces-HQ dataset: Go to Flickr and do one of the following: Tag the photo with no_cv to indicate that you do not wish it to be used for computer vision research. Oct 2, 2018 UCI Machine Learning Repository: One of the oldest sources of datasets on the web, and a great first stop when looking for interesting datasets. Contained here-in you will find: Logs of odometry, laser  Google's approach to dataset discovery makes use of schema. ics. ML Data, the data repository of the EU Pascal2 networks. Clear search. 6 Games; 9. Served by vagrant-dryad The purpose of the CHIBI dataset repository is to enable development, validation and benchmarking of new and existing informatics methods before these are applied in real-life projects. Housing in the Boston Massachusetts area. Develop new cloud-native techniques, formats, and tools that lower the cost of working with data. All requests are approved by the Quality and Burn Registry Committee. org: a global registry of research data repositories that covers research data repositories from different academic disciplines. Census Bureau for mapping in a geographic information system (GIS). 5 Tesla. problems, originally obtained from the UCI repository (datasets-UCI. We are working on further developing EGTEA Gaze+. To view or download the dataset, please click here. Go to web site UCI dataset https://archive. The Purdue University Research Repository (PURR) is a university core research facility provided by the Purdue University Libraries, the Office of the Executive Vice President for Research and Partnerships, and Information Technology at Purdue (ITaP). tar. Please annotate the entries to indicate the hosting organization, scope, licensing, and usage restrictions (if any). In those cases, it has been clearly stated the original authors . Bot Repository. Our latest and largest version is EGTEA Gaze+ dataset. Georgia Tech Egocentric Activity Datasets. WELCOME TO THE DEA DATASET REPOSITORY. Try boston education data or weather site:noaa. We work with data providers who seek to: Democratize access to data by making it available for analysis on AWS. It provides an online-tool for self-determined documentation, upload and publication of research data. If you're just getting your feet wet, check out Getting Started. Use the sample datasets in Azure Machine Learning Studio. Please, if you use any of them, cite us using the following reference: Stanford Large Network Dataset Collection. e. repository. Artificial Characters. Citation Request: Please refer to the Machine Learning Repository's citation policy UCI machine learning dataset repository is something of a legend in the field of machine learning pedagogy. Data repository is a somewhat general term used to refer to a destination designated for data storage. Classification . However, many IT experts use the term more specifically to refer to a particular kind of setup within an overall IT structure, such as a group of databases, where an enterprise or organization has chosen to keep various kinds of data. Dataset, View, and Repository URIs. Attribute Information: N/A. Unless specifically stated in the applicable dataset documentation, datasets available through the Registry of Open Data on AWS are not provided and maintained by AWS. This database stores curated gene expression DataSets, as well as original Series and Platform records in the Gene Expression Omnibus (GEO) repository. The anonymized imaging dataset provided by NYU Langone comprises raw k-space data from more than 1,500 fully sampled knee MRIs obtained on 3 and 1. Benchmark Repository used in [RaeOnoMue01] and [MikRaeWesSchMue99]. edu) School of Computing, Informatics and Decision Systems Engineering 699 S. asu. It queries the data source for the data, maps the data from the data source to a business entity, and persists changes in the business entity to the data source. Curation of these datasets are part of an IRB approved study. com). Close search. You can upload your DEA datasets information and files in our dataset library, or you can search our entire library of ShapeNet is an ongoing effort to establish a richly-annotated, large-scale dataset of 3D shapes. Social networks: online social networks, edges represent interactions between people; Networks with ground-truth communities: ground-truth network communities in social and information networks The first interactive data and network data repository with real-time visual analytics. 7 million datasets from domain-specific and cross-domain repositories Open research data repositories in our index  Aug 21, 2015 Where can you get good datasets to practice machine learning? This database is called the UCI machine learning repository and you can  If you want to add a dataset or example of how to use a dataset to this registry, follow the instructions on the Registry of Open Data on AWS GitHub repository. It is a collection of databases, domain theories, and data generators that are used by the machine learning community for the empirical analysis of machine learning Datasets are distributed in all kinds of formats and in all kinds of places, and they're not always stored in a format that's ready to feed into a machine learning pipeline. The Development Data Library (DDL) is USAID’s publicly available repository … Continued Kaggle: Your Home for Data Science In this paper, we introduce a very large Chinese text dataset in the wild. The U. _lstnet import generate_lstnet_dataset from gluonts. gz The demo dataset was invented to serve as an example for the Delve manual and as a test case for Delve software and for software that applies a learning procedure to Delve datasets. Already Search 10. The dataset contains 22,223 content polluters, their number of followings over time, 2,353,473 tweets, and 19,276 legitimate users, their number of followings over time and 3,259,693 tweets. Introduction In this paper we introduce a new, large, video dataset for human action classification. Lerner Research Institute is home to all basic, translational and clinical research at Cleveland Clinic. 3 Census; 9. While optical character recognition (OCR) in document images is well studied and many commercial tools are available, the detection and recognition of text in natural images is still a challenging problem, especially for some more complicated character sets such as Chinese text. The Data Planet repository  ICPSR ensures respondent confidentiality within these datasets. Jan 18, 2018 Descriptions of the datasets used in sample models included in Machine UCI Machine Learning Repository https://archive. This is a list of public dataset repositories we aim to connect to for getting more varied datasets in OpenML. Search Datasets: Search Go to Go Export Filtered Results The UCI Network Data Repository is an effort to facilitate the scientific study of networks. gz (524MB) dhcp. Datasets, views, and repositories are identified by URI. If you want to add a dataset or example of how to use a dataset to this registry, please follow the instructions on the Registry of Open Data on AWS GitHub repository. Contained here-in you will find: Logs of odometry, laser and sonar data taken from real robots. , data sets that can be used for development of prognostic algorithms. The data repository focuses exclusively on prognostic data sets, i. The first set of models below, called "The Stanford Models", were scanned with a Cyberware 3030 MS scanner, with the exception of Lucy, who was scanned with the Stanford Large Statue Scanner, designed for the Digital Michelangelo Project. As a general rule, you can use a URI any time you would specify a dataset or view. MEAD preserves and  Below is a listing of publicly accessible ProteomeXchange datasets. Marco Ortu 1, Giuseppe Destefanis 2, Bram Adams 4. Government Work. Each row of the table represents an iris flower, including its species and dimensions of its botanical parts The UCI Network Data Repository is an effort to facilitate the scientific study of networks. Simple Tuition uses higher education data to match students with the most affordable college loans and repayment options. Posted by Mirko Krivanek on August 4, 2015 at 2:30pm; Read original article with description for each data repository. You can use the search box or interactive graphics to filter the list. Awesome Public Datasets. If you attempt to perform an action on a view that is not allowed, the action fails. NASDAQ Data Store, provides access to market data. google/products/search/making-it-easier-discover-datasets Details can be found in the description of each data set. NET DataSet can be created from an XML stream or document. py directly as the the repository already has fer. For any questions, please contact us at ml-repository '@' ics. 22 May 2009. More and more funders and publishers require research data to be made available in appropriate repositories, but determining which repository to choose or what counts as an “appropriate repository” can take up a lot of time. Mendeley Data for Institutions. Welcome to the UCI Knowledge Discovery in Databases Archive Librarian's note [July 25, 2009]: We no longer maintaining this web page as we have merged the KDD Archive with the UCI Machine Learning Archive. Number of currently avaliable datasets: 95 Publications > RIPE Labs > Data Repository > Data Sets > Routing Information Service (RIS) Raw Dataset Routing Information Service (RIS) Raw Dataset. This is a list of repositories and databases for open data. Dataset represents an in-memory cache of data and doesn't provide methods to modify data. org is a project dedicated to the free and open sharing of raw magnetic resonance imaging (MRI) datasets. Enter search terms to locate experiments of interest. 20 Big Data Repositories You Should Check Out. Mendeley Data offers modular research data management and collaboration solutions for your university, offering a range of institutional packages which can be tailored to best suit your research data requirements. In particular, we crawled 30, 522 user profiles. The AWS Public Dataset Program covers the cost of storage for publicly available high-value cloud-optimized datasets. National Longitudinal Study of Adolescent Health at the University of North Carolina, Chapel Hill. The Plasma_Retinol dataset is available as an annotated R save file or an S-Plus transport format dataset using the getHdata function in the Hmisc package Datasets from the UCI Machine Learning Repository; Datasets from the Dartmouth Chance data site Here's how the models in this repository were created: Scanning and surface reconstruction. Whenever possible, DTDs for the datasets are included, and the datasets are validated. Frequent Itemset Mining Dataset Repository: click-stream data, retail market basket data, traffic accident data and web html document data (large size!). Mill Ave. Please cite the following if you use the data: @inproceedings{nr, title = {The Network Data Repository with Interactive Graph Analytics and Visualization}, Using sitemap files and sameAs markup helps document how dataset descriptions are published throughout your site. A subset of 188 molecules is learnable using linear regression. News. If you wish to donate a data set, please consult our donation policy. For more information about networks and the terms used to describe the datasets, click Getting Started. Standard data sets for the robotics community. blog. jar, 1,190,961 Bytes). This dataset contains county-level returns for presidential elections from 2000 to 2016. The data repository enables researchers to have their data, metadata and outputs preserved longitudinally and helps to provide it to the academic community for further research. Since then, we’ve been flooded with lists and lists of datasets. demo. Well, we’ve done that for you right here. The data repository for the Cambridge Centre for Ageing and Neuroscience (Cam-CAN) dataset can be found here. It can be viewed as a hybrid of email, instant messaging and sms messaging all rolled into one neat and simple package. Currently composed of  Create a Dataset. The table can be sorted by repository name and by NIH Institute or Center and may be searched using keywords so that you can find repositories more relevant to your data. Enter TFDS. Financial Data Finder at OSU offers a large catalog of financial data sets. The original PR entrance directly on repo is closed forever. NOTICE: This repo is automatically generated by apd-core. The JIRA Repository Dataset: Understanding Social. This is the "Iris" dataset. Today, the problem is not finding datasets, but rather sifting through them to keep the relevant ones. In this repository, we introduce How2, a multimodal collection of instructional videos with English subtitles and crowdsourced Portuguese translations. Please fix me. dataset repository

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