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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
54
0
1,999
1.29
1.3
5
1
0
240
0
52
0
1,998
1.63
1.34
6
1.1
0
4,019
0
54
0
1,996
0.924
1.16
3
1
0
4,655
0
53
0
1,996
1.46
1.36
6
1.2
0
4,726
0
50
0
1,997
1.29
1.28
5
0.9
0
4,261
0
54
0
1,995
1.05
1.49
4
0.8
0
4,997
0
52
0
1,996
0.38
1.11
1
0.7
0
4,917
0
50
0
1,996
1.81
1.55
7
0.9
0
4,806
0
50
0
1,996
0.98
0.56
1
0.8
1
4,800
0
52
0
1,996
1.47
1.53
6
1
0
593
0
51
0
1,997
0.873
1.65
4
1.1
0
1,791
0
51
0
1,995
0.66
0.53
1
0.8
0
5,097
0
54
0
1,996
0.8
1.18
2
0.7
0
3,849
0
54
0
1,998
2.81
3.18
10
0.9
0
51
1
52
0
2,001
1.18
1.45
5
0.9
0
3,051
0
54
0
1,997
2.16
3.1
10
0.9
0
4,477
0
52
0
1,996
1.28
1.16
4
0.8
0
4,890
0
52
0
1,996
0.674
1.68
4
1.2
0
4,787
0
50
0
2,001
0.919
1.49
4
1
0
2,745
0
50
0
1,996
0.42
0.94
1
0.9
0
4,927
0
52
0
1,996
1.48
2.17
8
0.6
0
4,866
0
52
0
1,996
1.04
1.57
5
0.9
0
4,620
0
51
0
1,996
0.98
1.62
5
0.8
0
4,919
0
54
0
1,996
0.84
2.2
6
1.4
0
4,801
0
53
0
1,997
0.609
1.04
1
1
0
4,487
0
53
0
1,995
0.79
1.01
2
0.9
0
4,990
0
50
0
1,997
0.299
1.03
1
0.9
0
4,541
0
50
0
1,996
1.07
1.46
4
0.8
0
4,655
0
54
0
1,997
0.666
0.444
1
0.9
0
4,397
0
52
0
1,997
1.09
1.09
3
1
0
4,227
0
53
0
1,998
1.33
1.67
6
0.7
0
611
1
51
0
1,996
0.903
1.77
5
0.9
0
4,695
0
52
0
1,997
1.04
1.34
4
1
0
4,221
0
51
0
1,996
1.14
1.98
7
0.9
0
4,794
0
54
0
1,996
1.49
1.73
7
0.9
0
4,898
0
51
0
1,996
0.92
1.43
4
0.8
0
4,705
0
50
0
1,996
0.96
1.55
4
0.9
0
4,830
0
53
0
1,996
1.3
0.972
3
1
0
4,781
0
51
0
1,997
1
1.66
5
0.8
0
4,326
0
51
0
1,995
1.71
1.69
8
0.9
0
4,981
0
52
0
1,997
1.42
1.28
5
0.9
0
4,540
0
50
0
1,998
1.46
2.24
8
1.2
0
3,989
0
53
0
1,997
0.665
1.16
2
0.9
0
4,380
0
50
0
1,999
1.22
1.84
6
0.9
0
325
0
50
0
1,995
1.19
1.12
3
1.1
0
4,977
0
54
0
1,996
1.73
1.67
8
0.9
0
4,760
0
51
0
1,995
1.17
1.87
6
0.9
0
4,992
0
52
0
1,996
0.67
1.1
2
1.1
0
4,689
0
52
0
1,997
1.2
1.31
4
0.8
0
4,421
0
50
0
1,998
1.48
1.53
6
0.9
0
4,043
0
50
0
1,995
1.2
1.75
6
0.9
0
4,983
0
54
0
1,998
1.12
1.81
6
1
0
3,954
0
54
0
1,996
1.1
1.28
4
0.9
0
4,669
0
50
0
1,995
0.42
0.83
1
0.8
0
4,983
0
51
0
1,998
1.61
1.77
8
1.2
0
3,987
0
50
0
1,996
0.41
1.39
2
0.8
0
4,913
0
53
0
1,996
0.81
1.38
3
1
0
4,891
0
52
0
1,995
0.85
1.9
5
0.8
0
4,962
0
52
0
1,996
0.88
1.52
4
1.1
0
4,876
0
50
0
1,996
1.14
1.13
3
0.9
0
4,654
0
51
0
1,997
0.675
0.381
1
0.8
1
4,396
0
54
0
1,996
1.43
1.48
6
0.7
0
4,669
0
52
0
1,997
2.21
2.7
10
0.9
0
4,408
0
52
0
1,996
1.04
1.69
5
0.9
0
4,905
0
50
0
1,999
1.2
1.45
5
1
0
3,609
0
50
0
1,996
1.01
1.13
3
0.9
0
4,724
0
53
0
1,999
1.89
1.78
8
1.3
0
3,806
0
51
0
1,996
1.08
1.87
6
0.9
0
4,807
0
53
0
1,998
1.58
1.98
8
1.1
0
4,155
0
50
0
1,996
0.253
0.291
1
0.9
0
4,708
0
51
0
1,995
1.27
1.38
5
0.8
0
4,978
0
50
0
1,999
0.961
1.33
3
1.1
0
3,651
0
53
0
2,000
0.78
1.44
3
0.8
0
3,042
0
50
0
1,996
1.13
1.72
6
1.1
0
4,858
0
53
0
1,998
0.916
1.1
2
1
0
4,087
0
53
0
1,998
1.5
1.22
5
1.1
0
4,163
0
51
0
1,998
1.57
1.84
8
0.9
0
2,086
0
50
0
1,996
1.34
1.81
7
0.9
0
4,625
0
52
0
1,995
1.15
1.36
4
1
0
4,999
0
51
0
2,001
1.17
0.848
2
0.8
0
2,188
1
52
0
1,997
0.249
0.395
1
1
0
4,288
0
50
0
1,996
1.02
1.37
4
1
0
4,709
0
50
0
1,998
1.3
1.33
5
1.1
0
4,057
0
52
0
1,998
0.92
1.55
4
0.8
0
4,177
0
51
0
1,996
1.21
1.57
5
1
0
4,761
0
51
0
1,997
0.915
1.21
3
0.7
0
4,530
0
51
0
1,996
0.882
1.26
3
0.9
0
4,602
0
53
0
1,996
1.01
1.13
3
0.9
0
4,894
0
53
0
1,996
1.18
1.89
7
1.1
0
4,919
0
54
0
1,997
1.49
1.27
5
0.9
0
4,494
0
50
0
1,996
1.8
3.49
10
0.7
0
4,899
0
50
0
1,999
1.33
1.25
5
0.9
0
5
0
52
0
1,997
0.745
1.28
2
1.2
0
4,249
0
53
0
1,999
1.36
1.59
6
0.7
0
3,639
0
54
0
1,999
1.08
1.32
4
0.8
0
3,735
0
51
0
1,996
1.88
3.34
10
1
0
4,806
0
54
0
1,995
0.77
1.36
3
0.9
0
4,999
0
53
0
1,998
0.96
1.3
3
0.8
0
4,156
0
50
0
1,996
0.295
0.95
1
0.8
0
4,705
0
54
0
1,995
0.87
1.24
3
0.8
0
4,957
0