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pytorch-survival
/
flchain_pycox

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age
float32
50
101
sex
float32
0
1
sample.yr
int64
2k
2k
kappa
float32
0.01
20.5
lambda
float32
0.04
26.6
flc.grp
int64
1
10
creatinine
float32
0.4
10.8
mgus
float32
0
1
event_time
float32
0
5.17k
event_indicator
float32
0
1
50
1
1,998
1.36
1.41
5
1
0
226
1
50
1
1,999
3.17
2.45
10
1.3
0
875
0
50
1
1,997
0.895
1.25
3
1.1
0
4,243
0
52
1
1,995
0.73
1.47
3
1
0
1,451
0
50
1
1,996
0.91
1.27
3
1.2
0
4,925
0
51
1
2,000
1.13
1.16
3
1.1
0
3,466
0
52
1
1,996
2.68
3.21
10
1.6
0
4,695
0
54
1
1,997
1.04
1.93
6
1.1
0
4,367
0
53
1
1,999
0.652
1.28
2
1.5
0
3,703
0
51
1
2,000
1.12
1.42
4
1.1
0
3,417
0
52
1
1,998
1.56
1.69
7
1.3
0
3,988
0
54
1
1,996
1.2
1.9
7
1.3
0
4,578
0
54
1
1,996
1.66
3.2
10
1.2
0
4,697
0
52
1
1,999
1.95
1.81
8
1.2
0
3,547
0
54
1
1,996
0.837
2.37
7
1.1
0
4,757
0
51
1
1,999
1.52
2.34
9
1
0
61
1
53
1
1,997
0.28
0.398
1
1
0
4,361
0
52
1
1,996
1.78
1.71
8
1.1
0
4,633
0
52
1
2,001
1.62
1.06
5
1.1
0
3,087
0
51
1
1,999
1.13
1.47
5
1.2
0
3,798
0
53
1
2,001
1.62
1.48
7
1.2
0
2,807
0
52
1
1,997
1.19
1.88
7
1.3
0
2,714
0
54
1
1,996
0.91
0.57
1
1
0
4,570
0
53
1
1,997
0.836
1.26
3
1.1
0
2,688
0
51
1
1,997
1.03
1.14
3
1.3
0
4,276
0
51
1
1,996
1.35
2.21
8
1
0
4,893
0
53
1
1,999
1.24
1.71
6
1
0
3,598
0
54
1
1,996
1.2
1.47
5
0.9
0
4,126
1
53
1
1,996
1.11
1.41
4
1.1
0
4,632
0
51
1
1,996
1.66
2.11
8
1.3
0
4,604
0
50
1
1,997
1.16
1.58
5
1
0
4,534
0
50
1
1,999
1.2
1.01
3
0.7
0
3,830
0
52
1
1,997
1.2
0.995
3
1.3
0
4,494
0
54
1
1,996
1.14
1.04
3
1.2
0
4,899
0
54
1
1,996
2.55
1.63
9
1.8
0
4,667
0
50
1
1,998
1.63
1.64
7
1.1
0
3,451
0
54
1
1,995
1.13
1.54
5
1.1
0
4,939
0
52
1
1,996
1.43
1.92
7
1.3
0
4,681
0
51
1
1,997
0.866
1.49
4
1.1
0
4,247
0
52
1
1,995
0.6
0.5
1
1.1
0
4,995
0
54
1
1,997
1.87
1.23
7
1.3
0
3,144
1
52
1
1,998
1.05
1.3
4
1.2
0
4,193
0
51
1
1,995
1.34
1.34
5
1.1
0
4,941
0
50
1
1,997
0.771
1.32
3
1.2
0
251
1
51
1
1,996
0.79
0.87
1
1.2
0
4,829
0
54
1
1,998
2.01
1.43
8
1.3
0
1,653
1
51
1
1,996
1.6
1.76
7
1.8
0
4,583
0
51
1
1,997
1.05
0.925
2
0.9
0
4,429
0
50
1
1,996
0.62
0.67
1
1.2
0
4,766
0
51
1
1,995
1.97
1.77
8
1.4
0
297
0
54
1
1,999
1.38
2.25
8
1.3
0
3,613
0
51
1
2,000
1.89
1.45
7
1.8
0
3,191
0
51
1
1,998
1.22
1.71
6
1.1
0
3,962
0
53
1
1,996
1.22
1.78
6
1.1
0
8
0
53
1
1,999
1.29
2.09
8
0.9
0
3,554
0
52
1
1,996
1
1.33
3
1
0
4,877
0
53
1
1,998
1.3
1.23
4
1.5
0
4,113
0
54
1
1,997
1.65
2.65
9
1.2
0
4,416
0
51
1
1,997
0.796
0.368
1
1.4
1
4,303
0
53
1
2,001
1.06
1.02
2
1
0
296
0
54
1
1,997
0.854
1.59
4
1
0
4,536
0
52
1
1,995
11
20.5
10
5
0
3,814
1
52
1
2,001
1.75
1.67
8
1.9
0
3,092
0
54
1
1,996
1.04
1.52
5
1.1
0
4,759
0
51
1
1,996
1.1
1.08
3
1.1
0
4,607
0
52
1
1,998
1.16
1.36
4
1.2
0
3,849
0
50
1
1,996
0.54
1.48
2
1.1
0
4,872
0
50
1
1,997
0.99
0.998
2
1.1
0
1,705
0
54
1
1,997
1.47
1.95
8
0.9
0
4,515
0
50
1
1,998
1.53
1.38
6
1.1
0
3,976
0
51
1
1,997
1.13
1.01
3
1.1
0
4,345
0
51
1
1,997
0.638
1.26
2
1
0
4,303
0
52
1
1,996
2.92
2.48
10
1.9
0
4,873
0
53
1
1,996
0.892
1.02
2
1.2
0
4,653
0
52
1
1,996
1.02
1.25
3
1.1
0
4,849
0
50
1
1,999
0.348
1.1
1
1.3
0
3,658
0
50
1
1,996
1.7
1.66
7
0.8
0
4,593
0
52
1
1,996
1.39
1.31
5
1
0
4,584
0
54
1
1,996
1.03
1.24
3
1.3
0
4,919
0
51
1
1,996
1.48
2.97
9
1.1
0
4,872
0
51
1
1,996
1.04
1.08
3
0.9
0
3,303
0
51
1
2,001
1.32
1.17
4
1.3
0
16
0
54
1
1,997
1.42
1.71
7
1.2
0
3,392
0
52
1
1,995
0.95
1.34
3
1.1
0
4,950
0
50
1
1,998
1.4
2.12
8
1.4
0
3,899
0
52
1
1,999
1.47
1.41
6
0.9
0
3,493
0
52
1
1,998
2.03
1.55
8
1.2
0
4,026
0
53
1
1,996
0.66
0.98
1
1.1
0
4,844
0
50
1
1,999
1.97
1.99
9
1.2
0
3,805
0
51
1
2,001
1.55
1.26
6
1
0
3,064
0
53
1
1,997
1.18
1.86
6
1.2
0
4,533
0
51
1
1,999
0.847
1.03
2
1.5
0
3,766
0
50
1
1,996
0.649
0.0499
1
1.5
1
4,595
0
54
1
1,996
1.2
2.14
7
1.2
0
4,725
0
52
1
1,999
1.43
1.45
6
1.4
0
1,943
0
52
1
1,997
0.943
1.06
2
1.3
0
4,269
0
51
1
1,995
1.82
3.12
10
1.4
0
1,587
1
53
1
1,997
0.772
1.22
2
1.1
0
4,354
0
50
1
1,999
1.91
2.24
9
1.3
0
1,764
1
52
1
1,996
0.339
0.291
1
1.3
0
4,638
0