three: MNIST dataset of the digit three
In Barycenter: Regularized Wasserstein Distances and Barycenters
Description
Usage
Format
Examples
Description
A list of 4351 images of the digit three. Each image is a 28 x 28 matrix, representing the weights of the corresponding pixels scaled s.t. they sum up to one. The images are included in a large list. This dataset is based on the MNIST dataset.
Usage
1
Format
List
Examples
1
2
3
Example output
Loading required package: Rcpp
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
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[14,] 0 0 0 0 0.001978239 0.010468183 0.008160237 0.0002060666
[15,] 0 0 0 0 0.005934718 0.010426970 0.003173426 0.0000000000
[16,] 0 0 0 0 0.005934718 0.009231784 0.001030333 0.0000000000
[17,] 0 0 0 0 0.010303330 0.010426970 0.001813386 0.0004945598
[18,] 0 0 0 0 0.007500824 0.010426970 0.005646225 0.0069650511
[19,] 0 0 0 0 0.004368612 0.010426970 0.010426970 0.0104269700
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[27,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[28,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[,9] [,10] [,11] [,12] [,13]
[1,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[2,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[3,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[4,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[5,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[6,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[7,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[8,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[9,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[10,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[11,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[12,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0009891197
[13,] 0.000000000 0.000000000 0.000000e+00 0.0008242664 0.0083663040
[14,] 0.000000000 0.000000000 8.654797e-04 0.0086960106 0.0104681833
[15,] 0.000000000 0.000000000 6.223211e-03 0.0104269700 0.0104269700
[16,] 0.000000000 0.004863172 1.030333e-02 0.0104269700 0.0104269700
[17,] 0.006470491 0.010344543 1.042697e-02 0.0103033300 0.0098087702
[18,] 0.010426970 0.010426970 1.034454e-02 0.0047807451 0.0011127596
[19,] 0.010426970 0.010426970 4.821958e-03 0.0000000000 0.0000000000
[20,] 0.005398945 0.001854599 8.242664e-05 0.0000000000 0.0000000000
[21,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[22,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[23,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[24,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[25,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[26,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[27,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[28,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[,14] [,15] [,16] [,17] [,18] [,19]
[1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
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[4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
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[6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[9,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[10,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[11,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[12,] 0.003214639 0.001401253 0.000000000 0.000000000 0.000000000 0.000000000
[13,] 0.010426970 0.008531157 0.000000000 0.000000000 0.000000000 0.000000000
[14,] 0.010468183 0.009149357 0.000000000 0.000000000 0.000000000 0.000000000
[15,] 0.010426970 0.009108144 0.000000000 0.000000000 0.000000000 0.000000000
[16,] 0.010426970 0.009108144 0.000000000 0.000000000 0.000000000 0.003709199
[17,] 0.010426970 0.009849984 0.001689746 0.000000000 0.003297066 0.008737224
[18,] 0.008572371 0.010468183 0.007912957 0.006841411 0.010303330 0.010426970
[19,] 0.003008572 0.010468183 0.010426970 0.010426970 0.010426970 0.010426970
[20,] 0.000000000 0.000906693 0.000906693 0.000906693 0.000906693 0.000906693
[21,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[22,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[23,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[24,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[25,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[26,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[27,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[28,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[,20] [,21] [,22] [,23] [,24] [,25]
[1,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[2,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[3,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[4,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[5,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[6,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[7,] 0.0000000000 0.0004533465 0.010014837 0.008654797 0.0007006264 0
[8,] 0.0000000000 0.0001648533 0.007789318 0.010426970 0.0043273986 0
[9,] 0.0000000000 0.0000000000 0.006388065 0.010426970 0.0074596109 0
[10,] 0.0000000000 0.0000000000 0.006388065 0.010426970 0.0104269700 0
[11,] 0.0000000000 0.0000000000 0.006388065 0.010426970 0.0104269700 0
[12,] 0.0000000000 0.0003709199 0.009396637 0.010426970 0.0090669304 0
[13,] 0.0000000000 0.0024727992 0.010426970 0.010426970 0.0058935048 0
[14,] 0.0004945598 0.0077481042 0.010509397 0.010056050 0.0011951863 0
[15,] 0.0048631718 0.0104269700 0.010426970 0.007253544 0.0000000000 0
[16,] 0.0100560501 0.0104269700 0.010426970 0.005440158 0.0000000000 0
[17,] 0.0104269700 0.0104269700 0.008283877 0.000123640 0.0000000000 0
[18,] 0.0104269700 0.0093554237 0.003214639 0.000000000 0.0000000000 0
[19,] 0.0075832509 0.0015661062 0.000000000 0.000000000 0.0000000000 0
[20,] 0.0002060666 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[21,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[22,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[23,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[24,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[25,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[26,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[27,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[28,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
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[28,] 0 0 0
Barycenter documentation built on May 2, 2019, 6:47 a.m.
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Browse R Packages
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Description Usage Format Examples
Description
A list of 4351 images of the digit three. Each image is a 28 x 28 matrix, representing the weights of the corresponding pixels scaled s.t. they sum up to one. The images are included in a large list. This dataset is based on the MNIST dataset.
Usage
1 |
Format
List
Examples
1 2 3 |
Example output
Loading required package: Rcpp
[,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
[1,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[2,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[3,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[4,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[5,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[6,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[7,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[8,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[9,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[10,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[11,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[12,] 0 0 0 0 0.000000000 0.003461919 0.007748104 0.0051104517
[13,] 0 0 0 0 0.002596439 0.008654797 0.010426970 0.0095202770
[14,] 0 0 0 0 0.001978239 0.010468183 0.008160237 0.0002060666
[15,] 0 0 0 0 0.005934718 0.010426970 0.003173426 0.0000000000
[16,] 0 0 0 0 0.005934718 0.009231784 0.001030333 0.0000000000
[17,] 0 0 0 0 0.010303330 0.010426970 0.001813386 0.0004945598
[18,] 0 0 0 0 0.007500824 0.010426970 0.005646225 0.0069650511
[19,] 0 0 0 0 0.004368612 0.010426970 0.010426970 0.0104269700
[20,] 0 0 0 0 0.000123640 0.004080119 0.007212331 0.0096027036
[21,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[22,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[23,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[24,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[25,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[26,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[27,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[28,] 0 0 0 0 0.000000000 0.000000000 0.000000000 0.0000000000
[,9] [,10] [,11] [,12] [,13]
[1,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[2,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[3,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[4,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[5,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[6,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[7,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[8,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[9,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[10,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[11,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[12,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0009891197
[13,] 0.000000000 0.000000000 0.000000e+00 0.0008242664 0.0083663040
[14,] 0.000000000 0.000000000 8.654797e-04 0.0086960106 0.0104681833
[15,] 0.000000000 0.000000000 6.223211e-03 0.0104269700 0.0104269700
[16,] 0.000000000 0.004863172 1.030333e-02 0.0104269700 0.0104269700
[17,] 0.006470491 0.010344543 1.042697e-02 0.0103033300 0.0098087702
[18,] 0.010426970 0.010426970 1.034454e-02 0.0047807451 0.0011127596
[19,] 0.010426970 0.010426970 4.821958e-03 0.0000000000 0.0000000000
[20,] 0.005398945 0.001854599 8.242664e-05 0.0000000000 0.0000000000
[21,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[22,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[23,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[24,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[25,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[26,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[27,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[28,] 0.000000000 0.000000000 0.000000e+00 0.0000000000 0.0000000000
[,14] [,15] [,16] [,17] [,18] [,19]
[1,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[2,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[3,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[4,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[5,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[9,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[10,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[11,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[12,] 0.003214639 0.001401253 0.000000000 0.000000000 0.000000000 0.000000000
[13,] 0.010426970 0.008531157 0.000000000 0.000000000 0.000000000 0.000000000
[14,] 0.010468183 0.009149357 0.000000000 0.000000000 0.000000000 0.000000000
[15,] 0.010426970 0.009108144 0.000000000 0.000000000 0.000000000 0.000000000
[16,] 0.010426970 0.009108144 0.000000000 0.000000000 0.000000000 0.003709199
[17,] 0.010426970 0.009849984 0.001689746 0.000000000 0.003297066 0.008737224
[18,] 0.008572371 0.010468183 0.007912957 0.006841411 0.010303330 0.010426970
[19,] 0.003008572 0.010468183 0.010426970 0.010426970 0.010426970 0.010426970
[20,] 0.000000000 0.000906693 0.000906693 0.000906693 0.000906693 0.000906693
[21,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[22,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[23,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[24,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[25,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[26,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[27,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[28,] 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
[,20] [,21] [,22] [,23] [,24] [,25]
[1,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[2,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[3,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[4,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[5,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[6,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[7,] 0.0000000000 0.0004533465 0.010014837 0.008654797 0.0007006264 0
[8,] 0.0000000000 0.0001648533 0.007789318 0.010426970 0.0043273986 0
[9,] 0.0000000000 0.0000000000 0.006388065 0.010426970 0.0074596109 0
[10,] 0.0000000000 0.0000000000 0.006388065 0.010426970 0.0104269700 0
[11,] 0.0000000000 0.0000000000 0.006388065 0.010426970 0.0104269700 0
[12,] 0.0000000000 0.0003709199 0.009396637 0.010426970 0.0090669304 0
[13,] 0.0000000000 0.0024727992 0.010426970 0.010426970 0.0058935048 0
[14,] 0.0004945598 0.0077481042 0.010509397 0.010056050 0.0011951863 0
[15,] 0.0048631718 0.0104269700 0.010426970 0.007253544 0.0000000000 0
[16,] 0.0100560501 0.0104269700 0.010426970 0.005440158 0.0000000000 0
[17,] 0.0104269700 0.0104269700 0.008283877 0.000123640 0.0000000000 0
[18,] 0.0104269700 0.0093554237 0.003214639 0.000000000 0.0000000000 0
[19,] 0.0075832509 0.0015661062 0.000000000 0.000000000 0.0000000000 0
[20,] 0.0002060666 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[21,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[22,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[23,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[24,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[25,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[26,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[27,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[28,] 0.0000000000 0.0000000000 0.000000000 0.000000000 0.0000000000 0
[,26] [,27] [,28]
[1,] 0 0 0
[2,] 0 0 0
[3,] 0 0 0
[4,] 0 0 0
[5,] 0 0 0
[6,] 0 0 0
[7,] 0 0 0
[8,] 0 0 0
[9,] 0 0 0
[10,] 0 0 0
[11,] 0 0 0
[12,] 0 0 0
[13,] 0 0 0
[14,] 0 0 0
[15,] 0 0 0
[16,] 0 0 0
[17,] 0 0 0
[18,] 0 0 0
[19,] 0 0 0
[20,] 0 0 0
[21,] 0 0 0
[22,] 0 0 0
[23,] 0 0 0
[24,] 0 0 0
[25,] 0 0 0
[26,] 0 0 0
[27,] 0 0 0
[28,] 0 0 0
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