iml | iml: interpretable machine learning R package | Machine Learning library

 by   christophM R Version: v0.11.1 License: Non-SPDX

kandi X-RAY | iml Summary

kandi X-RAY | iml Summary

iml is a R library typically used in Artificial Intelligence, Machine Learning applications. iml has no bugs, it has no vulnerabilities and it has low support. However iml has a Non-SPDX License. You can download it from GitHub.

iml is an R package that interprets the behavior and explains predictions of machine learning models. It implements model-agnostic interpretability methods - meaning they can be used with any machine learning model.
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              iml has a low active ecosystem.
              It has 474 star(s) with 91 fork(s). There are 21 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 54 open issues and 90 have been closed. On average issues are closed in 69 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of iml is v0.11.1

            kandi-Quality Quality

              iml has 0 bugs and 0 code smells.

            kandi-Security Security

              iml has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              iml code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              iml has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              iml releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.

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            iml Key Features

            No Key Features are available at this moment for iml.

            iml Examples and Code Snippets

            No Code Snippets are available at this moment for iml.

            Community Discussions

            QUESTION

            Add file to ignored and remove it from the remote repository
            Asked 2022-Apr-04 at 09:59

            I have a following case:

            I made a .gitignore on gitignore.io. The .idea folder and project_name.iml were not in the ignore list and were pushed into the repo. I added them into the .gitignore, but they remain in the repo. If I make any changes to them, they appear in the list of changed files to commit. There is a way to get rid of them through the terminal

            ...

            ANSWER

            Answered 2022-Apr-04 at 09:59
            1. Remove the file/folder in Project tool window via the "del" key:
            2. Invoke "Undo" action to get them back. You will be asked if you want to add the files to git.
            3. Click "NO"
            4. Commit changes. The removed/re-added folder will be removed from git in the scope of this commit.

            Here is the short video demonstrating the process:

            Source https://stackoverflow.com/questions/71727878

            QUESTION

            What is the equivalent of the SAS IML symbol ` in R
            Asked 2022-Mar-24 at 16:36

            I am looking through a function as below in SAS IML

            ...

            ANSWER

            Answered 2022-Mar-24 at 16:35

            For the explanation, see the SAS IML language regerence manual.

            In r, you have the t()- function to do that. See for instance here

            Source https://stackoverflow.com/questions/71594710

            QUESTION

            How should I configure workbox to support offline caching of third party requests?
            Asked 2022-Mar-22 at 13:06

            I am currently using the workbox-build module, specifically the generateSW mode, to generate my service worker scripts to deploy my web application to Netlify. My site is a static site.

            Here is my worker-config.js:

            ...

            ANSWER

            Answered 2022-Mar-22 at 13:06

            Since you don't know the URLs in advance, at build time, your only option is to employ runtime caching to match the requests for the URLs, and apply a specific caching strategy to generate responses.

            There are some gotchas/best practices that you can read about in "Smarter runtime caching of hashed assets," but the summary is that you'll need to employ some sort of expiration policy to your runtime caching in order to avoid your caches filling up indefinitely when new URLs are added.

            Here's how you could configure generateSW to add in runtimeCaching, using the more basic ExpirationPlugin method of controlling cache sizes:

            Source https://stackoverflow.com/questions/71544759

            QUESTION

            Cannot attach project in DataSpell
            Asked 2022-Mar-13 at 13:36

            On the welcome screen of DataSpell I chose to open a project with Get from Version Control to get a project from GitHub, although in the left pane I didn't choose GitHub, so it created an empty .git repository.

            After that, I git cloned elsewhere the git repository or tried to clone it correctly from GitHub but in every occasion I get

            ...

            ANSWER

            Answered 2022-Feb-08 at 13:32

            I managed to open the project following the instructions of Open your project from disk section of the DataSpell site.

            For avoiding further trouble, I opened the project in a new window. After the configuration in step 2 Reopen projects on startup --> Ask, Dataspell will ask how to open the project.

            Source https://stackoverflow.com/questions/70941668

            QUESTION

            How to not change the length of preexisting character variables when creating a new dataset in proc-iml?
            Asked 2022-Feb-07 at 14:24

            I have a dataset which I manipulate in proc-iml and then create a new dataset reading some of the manipulated values in. When I read character values in, their length is changed from 7 to 9.

            This doesn't really create a problem, except for the minor annoyance that when I later merge this new dataset, I receive the warning that the variables' length is different in two datasets.

            Is there a way to keep the length of the original variable?

            Sample code

            ...

            ANSWER

            Answered 2022-Feb-07 at 10:33

            From Understanding the SAS/IML Language

            Defining a Matrix

            A matrix is the fundamental structure in the SAS/IML language. A matrix is a two-dimensional array of numeric or character values. Matrices are useful for working with data and have the following properties:

            • Matrices can be either numeric or character. Elements of a numeric matrix are double-precision values. Elements of a character matrix are character strings of equal length.

            The INTO places the character values into a matrix _temp_1 that must hold all the original values, so the elements width are the attribute length of the widest data set variable.

            The attributes of the _temp_1 matrix elements are propagated through the assignment statements.

            Source https://stackoverflow.com/questions/71015431

            QUESTION

            How to copy files that match a glob pattern with Ansible
            Asked 2022-Jan-10 at 22:09

            I have the following local set of files:

            ...

            ANSWER

            Answered 2022-Jan-10 at 22:09

            I think part of your confusion is that with_fileglob doesn't know anything about the parameters to the copy module, so it doesn't know you want files relative to the radio directory. Consider, for example, what happens if you run this shell command from your home directory:

            Source https://stackoverflow.com/questions/70659058

            QUESTION

            Intelli-J (Java) runs in parent folder. So it printing the current folder gives the parent of the project folder
            Asked 2021-Dec-21 at 19:09

            After migrating to JDK17 and JUnit 5 I did first some cleaning. This works works OK also for other projects.

            When I execute a simple test in Intelli-J (Java), I see that the test is run in the parent folder as base folder.

            So, when I do a simple printCurrentFolder() ... then it prints the parent folder of the project folder.

            How can I correct that? Anything changed?

            I tried many things like:

            • Running Maven tests - works ok
            • File > Clear cache etc
            • Remove '.idea' folder.
            • Remove any *.iml file (after closing the project).

            When running the JUnit test, I can see this run configuration:

            ...

            ANSWER

            Answered 2021-Dec-21 at 19:09

            Set $MODULE_WORKING_DIR$ as the Working directory for your JUnit run configurations. You can make it the default as described here.

            Source https://stackoverflow.com/questions/70440027

            QUESTION

            How can I prevent eclipse from randomly adding .gitignore files everywhere?
            Asked 2021-Dec-05 at 06:12

            eclipse keeps adding .gitignore files to my project that contain the following random list of files:

            ...

            ANSWER

            Answered 2021-Dec-05 at 06:00

            I mentioned before (2014) the setting "Window → Preferences → Team → Git → Projects → Automatically ignore derived resources"

            See if that would still have an incidence in your case (with, I presume, a much more recent Eclipse version)

            This was also described (more recently, in 2020) in "Eclipse: Prevent creation of .gitignore for generated code" from Thomas Trocha

            Source https://stackoverflow.com/questions/70231821

            QUESTION

            Issue from keeping values with subtotal function
            Asked 2021-Nov-22 at 10:47

            Do you know how do I keep the subtotal function from changing when I re-filter cells?

            ...

            ANSWER

            Answered 2021-Nov-10 at 13:09

            You have to store sum of filtered data in dim and then paste it in range/cell where you want it :).

            For first iteration/function/part it would be

            Source https://stackoverflow.com/questions/69912102

            QUESTION

            deploying spring app with react frontend to heroku
            Asked 2021-Nov-10 at 08:45

            I have a react app with Spring backend. I have successfully deployed the Spring web app to Heroku, I can send http requests via postman to the endpoints and they work fine.

            But I am unsure how I should allow the app on heroku to utilise the react frontend.

            So far my structure is as below,

            ...

            ANSWER

            Answered 2021-Nov-10 at 08:45

            You need to tell maven where the react app resources are and where to add them in the output artifact. Use the maven resource plugin as follows:

            Source https://stackoverflow.com/questions/69901310

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install iml

            The package can be installed directly from CRAN and the development version from GitHub:.
            First we train a Random Forest to predict the Boston median housing value. How does lstat influence the prediction individually and on average? (Accumulated local effects).

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