cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19500278
title: patches and local annotations, slide 106, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500275.v2
title: patches and local annotations, slide 158, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500281
title: patches and local annotations, slide 132, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500272.v2
title: patches and local annotations, slide 102, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500284
title: patches and local annotations, slide 072, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500278.v2
title: patches and local annotations, slide 106, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500287
title: patches and local annotations, slide 047, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500275.v1
title: patches and local annotations, slide 158, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500269.v1
title: patches and local annotations, slide 083, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500281.v2
title: patches and local annotations, slide 132, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500284.v2
title: patches and local annotations, slide 072, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500293
title: patches and local annotations, slide 019, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500272.v1
title: patches and local annotations, slide 102, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500290
title: patches and local annotations, slide 080, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500296
title: patches and local annotations, slide 091, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500287.v2
title: patches and local annotations, slide 047, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500281.v1
title: patches and local annotations, slide 132, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500293.v2
title: patches and local annotations, slide 019, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500278.v1
title: patches and local annotations, slide 106, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500293.v1
title: patches and local annotations, slide 019, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500284.v1
title: patches and local annotations, slide 072, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500290.v1
title: patches and local annotations, slide 080, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500299.v2
title: patches and local annotations, slide 020, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500299
title: patches and local annotations, slide 020, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500305
title: patches and local annotations, slide 068, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500287.v1
title: patches and local annotations, slide 047, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500302
title: patches and local annotations, slide 104, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500302.v2
title: patches and local annotations, slide 104, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500305.v2
title: patches and local annotations, slide 068, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500302.v1
title: patches and local annotations, slide 104, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500311
title: patches and local annotations, slide 111, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500314
title: patches and local annotations, slide 090, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500317
title: patches and local annotations, slide 199, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500479
title: patches and local annotations, slide 095, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500317.v2
title: patches and local annotations, slide 199, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500323.v2
title: patches and local annotations, slide 124, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500494
title: patches and local annotations, slide 059, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500503.v2
title: patches and local annotations, slide 133, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500509.v2
title: patches and local annotations, slide 151, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500326
title: patches and local annotations, slide 082, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500485
title: patches and local annotations, slide 126, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500491
title: patches and local annotations, slide 179, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500326.v2
title: patches and local annotations, slide 082, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500317.v1
title: patches and local annotations, slide 199, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500323.v1
title: patches and local annotations, slide 124, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500491.v2
title: patches and local annotations, slide 179, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500500
title: patches and local annotations, slide 112, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500320.v2
title: patches and local annotations, slide 171, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500485.v2
title: patches and local annotations, slide 126, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500497
title: patches and local annotations, slide 162, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500500.v2
title: patches and local annotations, slide 112, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500503
title: patches and local annotations, slide 133, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500506
title: patches and local annotations, slide 175, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500506.v2
title: patches and local annotations, slide 175, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500488.v2
title: patches and local annotations, slide 114, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500503.v1
title: patches and local annotations, slide 133, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500509
title: patches and local annotations, slide 151, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500509.v1
title: patches and local annotations, slide 151, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500512
title: patches and local annotations, slide 061, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500515
title: patches and local annotations, slide 147, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.19500515.v1
title: patches and local annotations, slide 147, zoom 124x124 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.3886/e122884
title: Data and Code for: Public Education Inequality and Intergenerational Mobility

description: Code for "Public Education Inequality and Intergenerational Mobility"
DOI: 10.3886/e122884v1
title: Data and Code for: Public Education Inequality and Intergenerational Mobility

description: Code for "Public Education Inequality and Intergenerational Mobility"
DOI: 10.5281/zenodo.6691804
title: Dataset for the Real/Bogus classifier in the Tomo-e Gozen transient survey

description: This is a subset of the dataset used in the following paper:<br> Ichiro Takahashi, Ryo Hamasaki, Naonori Ueda, Masaomi Tanaka, Nozomu Tominaga, Shigeyuki Sako, Ryou Ohsawa, Naoki Yoshida, Deep-learning real/bogus classification for the Tomo-e Gozen transient survey, Publications of the Astronomical Society of Japan, 2022;, psac047, https://doi.org/10.1093/pasj/psac047 This dataset is available for training and testing the Real/Bogus classifier that classifies real transient objects and false detections in the Tomo-e Gozen transient survey. The source code for training is available at https://github.com/ichiro-takahashi/tomoe-realbogus. The dataset consists of images (npy) and meta data (csv). Each sample of the image data includes a set of three images: reference image, observed new image, and subtracted image. Each of them is a cutout image around the transient candidate (29×29 pixels). <br> The training data are divided into the following four parts, all of which must be unzipped into the same directory. tomoerb_train_Q1.tar.gz tomoerb_train_Q2.tar.gz tomoerb_train_Q3.tar.gz tomoerb_train_Q4.tar.gz The unzipped data are separated according to the detector ID of the Tomo-e Gozen camera (111-444). The meta data contain the following labels: rand_artificial_real: Real galx_artificial_real: Real artifact: Bogus The test data are separated into real objects and bogus objects, and the meta data contain the detector ID. The number of samples in the training and test data are as follows: Training data: Real: 1224710 Bogus: 2031132 Test data: Real: 292 Bogus: 255711 Acknowledgement: This work has been supported by Japan Science and Technology Agency (JST) AIP Acceleration Research Grant Number JP20317829 and the Japan Society for the Promotion of Science (JSPS) KAKENHI grants 21H04491, 18H05223, and 17H06363. This work is supported in part by the Optical and Near-Infrared Astronomy Inter-University Cooperation Program. The Pan-STARRS1 Surveys (PS1) and the PS1 public science archive have been made possible through contributions by the Institute for Astronomy, the University of Hawaii, the Pan-STARRS Project Office, the Max-Planck Society and its participating institutes, the Max Planck Institute for Astronomy, Heidelberg and the Max Planck Institute for Extraterrestrial Physics, Garching, The Johns Hopkins University, Durham University, the University of Edinburgh, the Queen's University Belfast, the Harvard-Smithsonian Center for Astrophysics, the Las Cumbres Observatory Global Telescope Network Incorporated, the National Central University of Taiwan, the Space Telescope Science Institute, the National Aeronautics and Space Administration under Grant No. NNX08AR22G issued through the Planetary Science Division of the NASA Science Mission Directorate, the National Science Foundation Grant No. AST-1238877, the University of Maryland, Eotvos Lorand University (ELTE), the Los Alamos National Laboratory, and the Gordon and Betty Moore Foundation.