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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
51
1
1,996
0.56
1.2
2
1
0
4,880
0
53
1
2,001
1.23
1.34
5
1.4
0
2,993
0
50
1
1,997
0.722
1.03
2
1.1
0
4,325
0
50
1
1,997
0.989
0.343
1
0.8
1
4,541
0
51
1
1,997
0.73
1.72
4
1.1
0
4,388
0
50
1
1,998
2.23
1.46
8
1.2
0
2,312
1
52
1
1,997
1.48
2.99
9
1.1
0
4,548
0
53
1
1,998
1.63
1.62
7
1.1
0
4,150
0
53
1
1,997
1.48
1.38
6
1.1
0
4,494
0
52
1
1,999
0.875
2.31
7
0.8
0
2,898
0
51
1
2,000
1.5
1.48
6
1.2
0
3,273
0
50
1
1,996
0.81
0.97
2
0.9
0
4,925
0
50
1
1,996
0.63
2.16
5
1.1
0
4,900
0
50
1
2,000
1.74
1.44
7
1.4
0
2,835
0
51
1
1,997
1.3
1
3
1.4
0
4,501
0
51
1
1,996
0.7
0.91
1
1
0
4,828
0
53
1
1,998
1.6
1.2
5
1.3
0
4,044
0
50
1
1,995
0.52
1.01
1
1.1
0
345
1
50
1
2,001
2.01
2.16
9
1.3
0
2,854
0
50
1
1,996
1.11
1.16
3
1.3
0
1,879
0
52
1
1,997
1.6
1.84
8
1.1
0
4,228
0
51
1
1,997
1.73
1.26
6
1.3
0
4,556
0
51
1
1,996
0.976
1.88
6
1
0
4,794
0
51
1
1,995
1.02
1.93
6
1.1
0
329
1
54
1
1,996
1.39
1.63
6
1.2
0
550
0
52
1
1,996
2.23
1.88
9
0.9
0
671
0
52
1
2,001
1.14
1.32
4
1
0
3,023
0
53
1
1,998
1.44
2.26
8
1
0
67
0
51
1
1,997
0.919
1.32
3
1.2
0
4,247
0
53
1
1,997
1.77
0.0433
2
1.4
1
4,213
0
53
1
1,997
0.859
0.387
1
1
1
4,267
0
50
1
1,997
1.15
1.39
4
1
0
4,076
0
52
1
1,996
1.55
1.59
7
1.1
0
4,913
0
52
1
1,996
1.22
1.34
5
1.1
0
553
1
54
1
2,000
0.684
1.12
2
0.9
0
3,119
0
53
1
1,996
0.89
1.19
2
1.1
0
4,589
0
54
1
1,996
1.76
1.5
7
1.1
0
4,625
0
50
1
1,997
2.35
1.95
9
1.2
0
34
1
51
1
2,000
1.46
0.933
4
1.3
0
3,352
0
53
1
1,996
0.75
1.25
2
1.3
0
4,766
0
54
1
1,998
0.709
0.943
1
1.1
0
705
0
52
1
1,995
1.63
2.48
9
1
0
4,984
0
52
1
1,999
1.29
1.39
5
2.8
0
291
1
53
1
1,996
0.9732
1.08
2
1.1
0
4,694
0
52
1
1,997
1.08
1.09
3
1.1
0
4,367
0
53
1
1,996
1.09
1.03
3
1.2
0
4,897
0
53
1
1,999
1.46
1.1
5
1.3
0
3,582
0
54
1
1,996
1.81
2.07
9
1.2
0
4,676
0
54
1
1,995
1.77
2.14
9
1.2
0
4,948
0
52
1
1,997
1.04
1.46
4
1
0
4,558
0
51
1
1,996
0.97
0.9
2
1.3
0
4,928
0
54
1
1,998
0.796
0.499
1
1.1
0
4,127
0
52
1
1,996
0.966
1.02
2
1.3
0
4,642
0
53
1
1,996
0.785
1.02
2
1.3
0
4,680
0
52
1
2,003
0.979
0.929
2
2.4
0
2,197
0
52
1
1,997
0.798
1.27
2
1
0
4,536
0
51
1
1,996
3.49
2.35
10
1.4
0
1,843
1
50
1
2,001
1.13
1.21
4
1.3
0
2,938
0
52
1
1,995
1.03
0.91
2
1.1
0
4,946
0
51
1
1,999
1.38
1.33
5
1
0
3,647
0
50
1
1,997
0.82
1.06
2
1.2
0
3,664
0
53
1
1,996
1.29
1.19
4
1
0
4,880
0
52
1
1,997
1.27
1.32
5
1
0
4,337
0
52
1
1,995
1.21
1.64
6
1
0
4,816
1
54
1
1,997
1.8
1.9
8
1.3
0
4,165
1
50
1
1,998
0.888
0.396
1
1.1
1
4,173
0
52
1
1,995
1.01
1.12
3
1
0
4,948
0
50
1
1,997
1.46
1.09
4
1.2
0
4,219
0
52
1
1,997
0.855
1.02
2
1.4
0
4,547
0
53
1
1,997
1.41
1.74
7
1
0
4,331
0
54
1
1,996
0.72
1.34
2
1
0
4,916
0
54
1
1,998
1.1
1.15
3
1
0
4,060
0
52
1
1,998
1.53
1.67
7
1.3
0
60
0
51
1
1,996
0.812
1.08
2
1
0
4,227
0
54
1
1,998
1.28
1.73
6
1.3
0
3,945
0
53
1
1,999
1.14
1.18
3
1.4
0
3,702
0
53
1
1,996
0.401
0.282
1
1.1
0
4,687
0
51
1
1,996
1.09
1.62
5
1
0
122
1
50
1
1,996
1.09
1.36
4
1.2
0
4,831
0
54
1
1,996
1.43
1.48
6
0.9
0
4,759
0
54
1
1,997
0.752
1.54
3
1.3
0
4,290
0
50
1
2,001
1.72
1.3
6
1.8
0
2,889
0
52
1
1,998
0.656
0.469
1
1
0
4,183
0
54
1
1,996
0.878
1.17
2
1.1
0
4,712
0
52
1
1,996
0.931
1.64
5
1.3
0
4,643
0
54
1
2,001
1.3
1.74
6
1.3
0
2,974
0
53
1
1,997
1.24
1.56
5
1.1
0
4,502
0
53
1
1,995
1.12
2.03
7
1
0
4,995
0
54
1
1,996
1
1.28
3
0.9
0
4,901
0
54
1
2,000
1.65
1.49
7
1.2
0
3,322
0
54
1
1,995
1.06
1.34
4
1.2
0
5,089
0
52
1
2,000
1.48
1.49
6
1.1
0
3,364
0
52
1
1,998
2.39
1.92
9
1.1
0
4,115
0
54
1
1,996
1.5
1.77
7
1.2
0
4,733
0
53
1
1,997
1.23
1.06
3
1.3
0
3,134
1
51
1
1,997
1.54
1.73
7
0.9
0
4,522
0
53
1
1,995
1
1.32
3
1.2
0
4,949
0
52
1
1,997
1.36
1.92
7
1.1
0
292
0
51
1
1,997
0.999
1.18
3
1
0
4,549
0
53
1
1,996
1.25
2.45
8
1
0
4,726
0