probably/DESCRIPTION at main · tidymodels/probably · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
Package: probably
Title: Tools for Post-Processing Predicted Values
Version: 1.2.0.9000
Authors@R: c(
    person("Max", "Kuhn", , "max@posit.co", role = c("aut", "cre")),
    person("Davis", "Vaughan", , "davis@posit.co", role = "aut"),
    person("Edgar", "Ruiz", , "edgar@posit.co", role = "aut"),
    person("Posit Software, PBC", role = c("cph", "fnd"),
           comment = c(ROR = "03wc8by49"))
  )
Description: Models can be improved by post-processing class
    probabilities, by: recalibration, conversion to hard probabilities,
    assessment of equivocal zones, and other activities. 'probably'
    contains tools for conducting these operations as well as calibration
    tools and conformal inference techniques for regression models.
License: MIT + file LICENSE
URL: https://github.com/tidymodels/probably,
    https://probably.tidymodels.org
BugReports: https://github.com/tidymodels/probably/issues
Depends:
    R (>= 4.1)
Imports:
    butcher,
    cli,
    dplyr (>= 1.1.0),
    furrr,
    generics (>= 0.1.3),
    ggplot2 (>= 3.5.2),
    hardhat,
    pillar,
    purrr,
    rlang (>= 1.1.0),
    tidyr (>= 1.3.0),
    tidyselect (>= 1.1.2),
    tune (>= 1.1.2),
    vctrs (>= 0.4.1),
    withr,
    workflows (>= 1.1.4),
    yardstick (>= 1.3.0)
Suggests:
    betacal,
    covr,
    knitr,
    MASS,
    mgcv,
    modeldata (>= 1.1.0),
    nnet,
    parsnip (>= 1.2.0),
    quantregForest,
    randomForest,
    recipes,
    rmarkdown,
    rsample,
    testthat (>= 3.0.0)
VignetteBuilder:
    knitr
ByteCompile: true
Config/Needs/website: tidyverse/tidytemplate
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Collate:
    'bound_prediction.R'
    'butcher.R'
    'cal-apply-binary.R'
    'cal-apply-impl.R'
    'cal-apply-multi.R'
    'cal-apply-regression.R'
    'cal-apply.R'
    'cal-estimate-beta.R'
    'cal-estimate-isotonic.R'
    'cal-estimate-linear.R'
    'cal-estimate-logistic.R'
    'cal-estimate-multinomial.R'
    'cal-estimate-utils.R'
    'cal-estimate-none.R'
    'cal-pkg-check.R'
    'cal-plot-breaks.R'
    'cal-plot-logistic.R'
    'cal-plot-regression.R'
    'cal-plot-utils.R'
    'cal-plot-windowed.R'
    'cal-utils.R'
    'cal-validate.R'
    'class-pred.R'
    'conformal_infer_cv.R'
    'conformal_infer_full.R'
    'conformal_infer_quantile.R'
    'conformal_infer_split.R'
    'data.R'
    'import-standalone-obj-type.R'
    'import-standalone-types-check.R'
    'make_class_pred.R'
    'printing.R'
    'probably-package.R'
    'reexports.R'
    'threshold_perf.R'
    'utils.R'
    'vctrs-compat.R'
    'zzz.R'