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1 | | -Package: modelStudio |
2 | | -Title: Interactive Studio for Explanatory Model Analysis |
3 | | -Version: 3.0.0.9000 |
4 | | -Authors@R: |
5 | | - c(person("Hubert", "Baniecki", role = c("aut", "cre"), |
6 | | - |
7 | | - comment = c(ORCID = "0000-0001-6661-5364")), |
8 | | - person("Przemyslaw", "Biecek", role = c("aut"), |
9 | | - comment = c(ORCID = "0000-0001-8423-1823")), |
10 | | - person("Piotr", "Piatyszek", role = c("ctb"))) |
11 | | -Description: Automate the explanatory analysis of machine learning predictive models. |
12 | | - Generate advanced interactive model explanations in the form of a serverless HTML |
13 | | - site with only one line of code. This tool is model-agnostic, therefore compatible |
14 | | - with most of the black-box predictive models and frameworks. The main function |
15 | | - computes various (instance and model-level) explanations and produces |
16 | | - a customisable dashboard, which consists of multiple panels for plots with their |
17 | | - short descriptions. Easily save the dashboard and share it with others. Tools |
18 | | - for Explanatory Model Analysis unite with tools for Exploratory Data Analysis |
19 | | - to give a broad overview of the model behavior. |
20 | | -Depends: R (>= 3.6) |
21 | | -License: GPL-3 |
22 | | -Encoding: UTF-8 |
23 | | -RoxygenNote: 7.1.1 |
24 | | -Imports: |
25 | | - DALEX (>= 2.2.1), |
26 | | - ingredients (>= 2.2.0), |
27 | | - iBreakDown (>= 2.0.1), |
28 | | - r2d3, |
29 | | - jsonlite, |
30 | | - progress, |
31 | | - digest |
32 | | -Suggests: |
33 | | - parallelMap, |
34 | | - ranger, |
35 | | - xgboost, |
36 | | - knitr, |
37 | | - rmarkdown, |
38 | | - testthat, |
39 | | - spelling |
40 | | -VignetteBuilder: knitr |
41 | | -URL: https://modelstudio.drwhy.ai, https://github.com/ModelOriented/modelStudio |
42 | | -BugReports: https://github.com/ModelOriented/modelStudio/issues |
43 | | -Language: en-US |
44 | | -LazyData: true |
| 1 | +Package: modelStudio |
| 2 | +Title: Interactive Studio for Explanatory Model Analysis |
| 3 | +Version: 3.0.0.9000 |
| 4 | +Authors@R: |
| 5 | + c(person("Hubert", "Baniecki", role = c("aut", "cre"), |
| 6 | + |
| 7 | + comment = c(ORCID = "0000-0001-6661-5364")), |
| 8 | + person("Przemyslaw", "Biecek", role = c("aut"), |
| 9 | + comment = c(ORCID = "0000-0001-8423-1823")), |
| 10 | + person("Piotr", "Piatyszek", role = c("ctb"))) |
| 11 | +Description: Automate the explanatory analysis of machine learning predictive |
| 12 | + models. Generate advanced interactive model explanations in the form of |
| 13 | + a serverless HTML site with only one line of code. This tool is |
| 14 | + model-agnostic, therefore compatible with most of the black-box predictive |
| 15 | + models and frameworks. The main function computes various (instance and |
| 16 | + model-level) explanations and produces a customisable dashboard, which |
| 17 | + consists of multiple panels for plots with their short descriptions. It is |
| 18 | + possible to easily save the dashboard and share it with others. Tools for |
| 19 | + Explanatory Model Analysis unite with tools for Exploratory Data Analysis |
| 20 | + to give a broad overview of the model behavior. |
| 21 | +Depends: R (>= 3.6) |
| 22 | +License: GPL-3 |
| 23 | +Encoding: UTF-8 |
| 24 | +RoxygenNote: 7.1.2 |
| 25 | +Imports: |
| 26 | + DALEX (>= 2.2.1), |
| 27 | + ingredients (>= 2.2.0), |
| 28 | + iBreakDown (>= 2.0.1), |
| 29 | + r2d3, |
| 30 | + jsonlite, |
| 31 | + progress, |
| 32 | + digest |
| 33 | +Suggests: |
| 34 | + parallelMap, |
| 35 | + ranger, |
| 36 | + xgboost, |
| 37 | + knitr, |
| 38 | + rmarkdown, |
| 39 | + testthat, |
| 40 | + spelling |
| 41 | +VignetteBuilder: knitr |
| 42 | +URL: https://modelstudio.drwhy.ai, https://github.com/ModelOriented/modelStudio |
| 43 | +BugReports: https://github.com/ModelOriented/modelStudio/issues |
| 44 | +Language: en-US |
| 45 | +LazyData: true |
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