insight | Easy access to model information | Development Tools library

 by   easystats R Version: v0.19.1 License: GPL-3.0

kandi X-RAY | insight Summary

kandi X-RAY | insight Summary

insight is a R library typically used in Utilities, Development Tools applications. insight has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

When fitting any statistical model, there are many useful pieces of information that are simultaneously calculated and stored beyond coefficient estimates and general model fit statistics. Although there exist some generic functions to obtain model information and data, many package-specific modelling functions do not provide such methods to allow users to access such valuable information. insight is an R-package that fills this important gap by providing a suite of functions to support almost any model (see a list of the many models supported below in the List of Supported Packages and Models section). The goal of insight, then, is to provide tools to provide easy, intuitive, and consistent access to information contained in model objects. These tools aid applied research in virtually any field who fit, diagnose, and present statistical models by streamlining access to every aspect of many model objects via consistent syntax and output.
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            kandi-support Support

              insight has a low active ecosystem.
              It has 341 star(s) with 31 fork(s). There are 11 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 54 open issues and 411 have been closed. On average issues are closed in 82 days. There are 3 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of insight is v0.19.1

            kandi-Quality Quality

              insight has no bugs reported.

            kandi-Security Security

              insight has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              insight is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

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

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            insight Key Features

            No Key Features are available at this moment for insight.

            insight Examples and Code Snippets

            No Code Snippets are available at this moment for insight.

            Community Discussions

            QUESTION

            Application Insights starttrackevent stopstrackevent across pages in a single session
            Asked 2021-Jun-15 at 22:35

            I am having trouble tracking down documentation on this, so hoping someone knows as I am not able to get application insights to capture telemetry on starttrackevent and stopstrackevent across pages. This is an asp.net mvc application, so SPA is not in play here.

            I am worried I may be doing something incorrectly, however the likely case is it doesn't support it.

            Flow:

            • user hits site for the first time
            • user does action that triggers startTrackEvent("eventName");
            • user navigates to a new page
            • user does action that triggers stopTrackEvent("eventName");

            -- from the appInsights readme https://github.com/microsoft/ApplicationInsights-JS/blob/master/README.md

            appInsights.startTrackEvent("event");

            appInsights.stopTrackEvent("event", null, {customProp1: "some value"});

            ...

            ANSWER

            Answered 2021-Jun-15 at 22:35

            Not per documentation, but via testing, can confirm that when a new page loads, appInsights will not persist start/stoptrackevent.

            Source https://stackoverflow.com/questions/67929386

            QUESTION

            Add work item field to only one board in a project in Azure DevOps
            Asked 2021-Jun-15 at 20:13

            There are multiple development teams in an area of the organization that work closely together. Each has its own Azure DevOps board under the same Azure DevOps project. All boards inherit from the same Azure DevOps process.

            One team would like to add a field to a work item type, but only show that field on their board. The field would not appear on the same work item type on the other teams' boards.

            Is this possible? Microsoft has good documentation for Azure DevOps but I can't find anything that speaks to this, and I can't accomplish it myself in the UI. Thank you for any insights.

            ...

            ANSWER

            Answered 2021-Jun-15 at 20:13

            If you add a new field to a work item type of some team project, this field will be available for all project teams.

            Each team can customize the card view on each board (backlog or sprint): Add fields to cards, Customize fields

            Additionally, you can use process rules to hide fields (Hide or restrict modification of a field based on a user or group) as Matt mentioned. You can find each team as a group [Team Project]\Team Name in the conditions section.

            Source https://stackoverflow.com/questions/67990682

            QUESTION

            Multiple requests causing program to crash (using BeautifulSoup)
            Asked 2021-Jun-15 at 19:45

            I am writing a program in python to have a user input multiple websites then request and scrape those websites for their titles and output it. However, when the program surpasses 8 websites the program crashes every time. I am not sure if it is a memory problem, but I have been looking all over and can't find any one who has had the same problem. The code is below (I added 9 lists so all you have to do is copy and paste the code to see the issue).

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:45

            To avoid the page from crashing, add the user-agent header to the headers= parameter in requests.get(), otherwise, the page thinks that your a bot and will block you.

            Source https://stackoverflow.com/questions/67992444

            QUESTION

            How to Paste object data to google sheet?
            Asked 2021-Jun-15 at 19:00

            How can I paste the data (row and column) passed by the function makeRequest to google sheet.

            I am retrieving the data from HTML storing that into an object and passing that object like this makeRequest(facebookAccountData).

            I can use something like this below to paste data (row and column) to sheet but in my case user will define which fields he requires. So I want to make this dynamic which I am not able do so.

            ...

            ANSWER

            Answered 2021-Jun-11 at 07:25

            In your situation, how about the following modification? I thought that when setValues is used instead of appendRow, the process cost will be able to be reduced a little. Ref

            From:

            Source https://stackoverflow.com/questions/67932531

            QUESTION

            Do Vue.js render functions allow return of an array of VNodes?
            Asked 2021-Jun-15 at 18:46

            I am working on extending a Vue.js frontend application. I am currently inspecting a render function within a functional component. After looking over the docs, I had the current understanding that the render function within the functional component will return a single VNode created with CreateElement aka h. My confusion came when I saw a VNode being returned as an element in an array. I could not find any reference to this syntax in the docs. Does anyone have any insight?

            ...

            ANSWER

            Answered 2021-Jun-15 at 15:37

            It seems this was implemented in:

            https://github.com/vuejs/vue/commit/c7c13c2a156269d29fd9c9f8f6a3e53a2f2cac3d

            This was a result of an issue raised in 2018 (https://github.com/vuejs/vue/issues/8056) , because this.$scopedSlots.default() returned both a VNode or an array of VNodes depending on the content.

            The main argument was that this is inconsistent with how regular slots behave in render functions, and means any render function component rendering scoped slots as children needs to type check the result of invoking the slot to decide if it needs to be wrapped in an array

            So Evan comments on the issue thread here, explaining that this.$scopedSlots.default would always return Arrays beginning v2.6 to allow for consistency, but to avoid breaking changes for how $scopedSlots was being used, the update would also allow return of an Array of a single VNode from render functions as well.

            Source https://stackoverflow.com/questions/67987315

            QUESTION

            How to read a file from within a move FnMut closure that runs multiple times?
            Asked 2021-Jun-15 at 16:56

            I'm using glutin and so have a move closure for my program's main loop and I'm trying to play an audio file with the rodio crate. With the following code everything works and I get one beep every time the program loops:

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:27
            The Problem

            Basically, the problem at hand is that rodio::Decoder::new consumes the value which it reads from (well, actually it is already consumed by BufReader::new). So, if you have a loop or a closure that can be called multiple times, you have to come up with a fresh value each time. This what File::open does in your first code snipped.

            In your second code snipped, you only create a File once, and then try to consume it multiple times, which Rust's ownership concept prevents you from doing.

            Also notice, that using reference is sadly not really an option with rodio since the decoders must be 'static (see for instance the Sink::append trait bound on S).

            The Solution

            If you think your file system is a bit slow, and you want to optimize this, then you might actually want to read the entire file up-front (which File::open doesn't do). Doing this should also provide you with a buffer (e.g. a Vec) that you can clone, and thus allows to repeatedly create fresh values that can be consumed by the Decoder. Here is an example doing this:

            Source https://stackoverflow.com/questions/67988070

            QUESTION

            How to pass multiple inputs into a single query?
            Asked 2021-Jun-15 at 15:01

            In my app I want the user to mention how many columns he wants for the table and then enter the data for those columns and create a table with those values. Here is what I have:

            ...

            ANSWER

            Answered 2021-Jun-15 at 15:01

            You can name your input-fields as an array like: And get it with var_dump($_POST['col_name']);

            In your example you could do like this:

            Source https://stackoverflow.com/questions/67988425

            QUESTION

            convert a nested numpy array to 2D array
            Asked 2021-Jun-15 at 12:23

            I have a numpy array of shape (120,1). The second dimension is a string of numbers for example:

            ...

            ANSWER

            Answered 2021-Jun-14 at 10:15

            Cast a string as a list and it will give you a list of characters, then you can use list comprehension like this:

            Source https://stackoverflow.com/questions/67968247

            QUESTION

            Gradle Multi-Project Build with JaCoCo Code Coverage fails when using Spring Boot
            Asked 2021-Jun-15 at 08:06

            ANSWER

            Answered 2021-Jun-01 at 20:54

            Just do that and you will be fine (all external classes will be excluded):

            Source https://stackoverflow.com/questions/66265413

            QUESTION

            What are the different use cases for AWS VPC in the area of Data Analytics?
            Asked 2021-Jun-15 at 07:40

            I am new to AWS VPC and exploring everything about it. I understood that VPC is majorly used to have a secure and isolated environment. What are the different use cases for AWS VPC in the area of Data Analytics? I have a data lake pipeline currently which is as follows:

            1. Extract data using APIs
            2. Store raw data in S3
            3. Create Lambda functions or Glue Jobs to perform business metrics
            4. Store metric outputs in S3
            5. Create tables in Athena for all the data stored in S3
            6. Import tables in Quicksight to produce business insights from visuals

            In this process how can VPC be used or make this process efficient/better?

            ...

            ANSWER

            Answered 2021-Jun-15 at 07:40

            The services you mention (mostly) live outside of VPCs.

            VPCs are used for services that use virtual computers, such as Amazon EC2 computers and Amazon RDS databases.

            By using services that don't involve specific 'computers' (such as Amazon S3, Athena, QuickSight) you can take advantage of much lower costs, paying only what you use. These services do not mimic traditional servers and therefore don't need VPCs. All the networking complexity is hidden and you can concentrate on using the service instead of running a network.

            Yes, VPCs add extra security, but that's only because resources on a VPC need securing due to potential security holes. The services you mention are all secured via IAM and do not expose themselves outside the published APIs.

            Source https://stackoverflow.com/questions/67981408

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

            Vulnerabilities

            No vulnerabilities reported

            Install insight

            The insight package is available on CRAN, while its latest development version is available on R-universe (from rOpenSci).

            Support

            Built with non-programmers in mind, insight offers a broad toolbox for making model and data information easily accessible. While insight offers many useful functions for working with and understanding model objects (discussed below), we suggest users start with model_info(), as this function provides a clean and consistent overview of model objects (e.g., functional form of the model, the model family, link function, number of observations, variables included in the specification, etc.). With a clear understanding of the model introduced, users are able to adapt other functions for more nuanced exploration of and interaction with virtually any model object.Please visit https://easystats.github.io/insight/ for documentation.
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