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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
53
0
1,997
0.372
1.39
2
1
0
4,368
0
53
0
1,996
0.259
0.263
1
1
0
4,647
0
51
0
1,996
0.38
0.78
1
0.9
0
4,801
0
50
0
1,996
1.04
1.09
3
0.8
0
4,912
0
52
0
1,996
0.954
1.29
3
0.6
0
4,605
0
53
0
1,999
0.861
1.23
3
0.9
0
3,728
0
51
0
1,996
0.282
0.44
1
0.9
0
3,675
1
54
0
1,996
2.73
2.71
10
1.5
0
4,611
0
53
0
1,998
2.26
2.99
10
1
0
3,931
0
50
0
1,996
1.15
1.34
4
1
0
4,789
0
54
0
1,995
5.98
4.57
10
3.6
0
4,989
0
52
0
2,000
0.8
1.15
2
0.8
0
3,351
0
54
0
1,997
0.73
0.934
1
0.8
0
4,464
0
50
0
1,996
0.88
1.04
2
1
0
4,809
0
52
0
1,997
1.47
1.84
7
0.9
0
4,470
0
53
0
1,996
0.78
1.78
5
0.8
0
4,892
0
50
0
1,997
1.14
1.44
5
0.8
0
4,484
0
50
0
1,997
0.633
0.377
1
0.8
1
4,465
0
53
0
1,995
0.53
0.57
1
0.8
0
4,957
0
51
0
1,996
0.632
0.715
1
1
0
4,765
0
50
0
1,997
1.38
3.19
9
0.8
0
4,457
0
53
0
1,997
1.03
1.14
3
0.8
0
4,319
0
50
0
1,996
0.733
1.11
2
1.1
0
4,715
0
50
0
1,996
1.56
1.79
7
0.9
0
4,676
0
52
0
1,996
0.67
0.51
1
1
0
4,856
0
51
0
1,997
0.8
1.17
2
1.1
0
4,340
0
54
0
1,998
1.05
1.65
5
0.9
0
3,988
0
52
0
1,997
0.842
1.38
3
1
0
4,269
0
51
0
1,995
0.46
0.29
1
0.9
0
5,059
0
52
0
1,995
1.51
2.42
9
1
0
5,003
0
51
0
1,999
0.844
1.51
4
1
0
3,759
0
54
0
1,996
2.1
2.44
9
0.9
0
4,827
0
53
0
1,997
1.29
1.21
4
0.7
0
4,514
0
54
0
1,997
0.325
1.02
1
0.9
0
1,600
0
52
0
1,998
1.06
1.54
5
0.9
0
4,081
0
54
0
1,996
0.64
1.19
2
0.7
0
4,866
0
52
0
1,996
1.91
2.21
9
1.2
0
4,831
0
51
0
2,003
1.34
1.94
7
0.9
0
2,269
0
50
0
1,997
1.15
1.47
5
1
0
4,382
0
52
0
1,996
0.394
0.946
1
0.8
0
4,691
0
54
0
1,996
1.72
1.73
8
1
0
4,897
0
53
0
1,998
0.967
0.355
1
1.1
1
4,185
0
52
0
1,995
1.37
1.77
7
1
0
4,955
0
52
0
1,998
1.31
1.7
6
0.9
0
3,865
0
52
0
2,000
1.02
1.31
3
1.1
0
3,408
0
52
0
1,998
0.873
0.56
1
1.2
0
4,184
0
50
0
2,001
0.745
1.24
2
0.9
0
2,801
0
50
0
1,995
0.6
1.08
1
0.7
0
4,976
0
53
0
1,996
0.78
0.53
1
0.8
0
4,850
0
51
0
1,996
0.91
0.94
2
1.1
0
4,859
0
54
0
1,996
1.75
1.64
8
1
0
4,899
0
53
0
1,998
1.8
2.28
9
1
0
4,152
0
53
0
2,001
1.64
1.38
6
0.9
0
3,037
0
51
0
1,996
1.43
1.42
6
0.9
0
4,669
0
52
0
1,997
0.781
1.19
2
1
0
4,428
0
51
0
1,996
1.55
1.65
7
0.9
0
4,794
0
51
0
1,995
0.42
0.59
1
1
0
5,003
0
51
0
1,996
1.14
0.96
3
0.8
0
4,898
0
54
0
1,998
0.745
1.67
4
1
0
3,896
0
53
0
1,996
1.13
1.74
6
0.9
0
4,681
0
52
0
1,996
0.846
1.35
3
0.9
0
570
1
51
0
1,996
0.278
0.311
1
0.9
0
4,701
0
53
0
1,997
0.699
1.02
1
0.8
0
4,428
0
51
0
1,996
0.93
1.26
3
0.7
0
4,927
0
52
0
2,001
0.792
1.16
2
1
0
34
0
51
0
1,998
0.968
1.26
3
1
0
3,991
0
50
0
1,997
0.637
1.11
1
0.9
0
4,338
0
50
0
2,000
3.33
2.69
10
0.9
0
3,212
0
52
0
1,998
1.15
1.25
4
0.8
0
4,038
0
50
0
1,998
0.548
0.36
1
0.9
0
4,059
0
54
0
1,999
2.26
2.2
9
1.1
0
3,793
0
53
0
1,995
1.13
1.9
6
0.7
0
4,964
0
53
0
1,997
0.895
1.12
2
1.2
0
4,232
0
51
0
1,995
0.91
1.18
3
0.8
0
4,975
0
52
0
1,996
1.14
1.86
6
0.8
0
4,908
0
50
0
2,000
1.02
1.58
5
1.1
0
3,414
0
52
0
1,996
1.6
1.68
7
1.1
0
4,841
0
50
0
1,996
0.793
1.2
2
0.8
0
4,761
0
51
0
1,998
1.07
1.25
3
1.1
0
3,942
0
52
0
1,996
1.11
1.09
3
0.9
0
4,764
0
53
0
1,996
1.34
1.42
5
0.8
0
4,652
0
52
0
1,996
2.27
2.32
9
1
0
1,995
0
54
0
2,000
0.34
1.02
1
0.7
0
742
0
53
0
1,996
1.26
1.24
4
1
0
4,905
0
51
0
1,999
0.77
1.23
2
1.2
0
3,771
0
50
0
1,996
0.65
1.41
2
0.7
0
4,886
0
52
0
2,001
0.601
1.31
2
1
0
2,755
0
51
0
1,996
0.953
0.861
2
0.9
0
4,732
0
50
0
1,997
1.51
1.41
6
0.9
0
4,519
0
52
0
1,997
0.919
0.522
1
0.8
1
4,491
0
54
0
1,998
1.8
1.87
8
1.3
0
3,843
0
52
0
1,998
0.781
1
2
0.9
0
3,897
0
50
0
1,999
0.964
0.628
1
0.8
0
3,632
0
50
0
1,996
1.76
2.07
8
0.9
0
4,802
0
51
0
1,998
0.953
1.42
4
1
0
3,861
0
53
0
1,998
1.29
0.966
3
1
0
3,865
0
52
0
1,996
2.04
2.37
9
0.9
0
4,750
0
53
0
1,996
0.778
1.17
2
0.9
0
4,772
0
50
0
1,996
0.74
1.74
4
0.9
0
4,900
0
51
0
1,996
1
1.48
4
0.9
0
4,843
0