infer | An R package for tidyverse-friendly statistical inference | Analytics library

 by   tidymodels R Version: v1.0.4 License: Non-SPDX

kandi X-RAY | infer Summary

kandi X-RAY | infer Summary

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

The objective of this package is to perform statistical inference using an expressive statistical grammar that coheres with the tidyverse design framework. The package is centered around 4 main verbs, supplemented with many utilities to visualize and extract value from their outputs. To learn more about the principles underlying the package design, see vignette("infer"). If you’re interested in learning more about randomization-based statistical inference generally, including applied examples of this package, we recommend checking out Statistical Inference Via Data Science: A ModernDive Into R and the Tidyverse and Introduction to Modern Statistics.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              infer has a low active ecosystem.
              It has 678 star(s) with 78 fork(s). There are 25 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 5 open issues and 230 have been closed. On average issues are closed in 254 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of infer is v1.0.4

            kandi-Quality Quality

              infer has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              infer 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

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

            Top functions reviewed by kandi - BETA

            kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of infer
            Get all kandi verified functions for this library.

            infer Key Features

            No Key Features are available at this moment for infer.

            infer Examples and Code Snippets

            Infer steps for a given dataset .
            pythondot img1Lines of Code : 56dot img1License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def infer_steps_for_dataset(model,
                                        dataset,
                                        steps,
                                        epochs=1,
                                        steps_name='steps'):
              """Infers steps_per_epoch needed to loop through a dat  
            Infer hints based on op1 and op2 .
            pythondot img2Lines of Code : 39dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _infer_hints_allowing_override(op1, op2, hints):
              """Infer hints from op1 and op2.  hints argument is an override.
            
              Args:
                op1:  LinearOperator
                op2:  LinearOperator
                hints:  _Hints object holding "is_X" boolean hints to use for retur  
            Infer the number of GPUs per worker .
            pythondot img3Lines of Code : 38dot img3License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _infer_num_gpus_per_worker(devices):
              """Infers the number of GPUs on each worker.
            
              Currently to make multi-worker cross device ops work, we need all workers to
              have the same number of GPUs.
            
              Args:
                devices: a list of device strings, ca  

            Community Discussions

            QUESTION

            Passing and retrieving MutableList or ArrayList from Activity A to B
            Asked 2021-Jun-15 at 20:06

            I need to pass this:

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:49

            You can use simply intent.putExtra instead of worrying about which variant like put_____Extra to use.

            When extracting the value, you can use intent.extras to get the Bundle and then you can use get() on the Bundle and cast to the appropriate type. This is easier than trying to figure out which intent.get____Extra function to use to extract it, since you will have to cast it anyway.

            The below code works whether your data class is Serializeable or Parcelable. You don't need to use arrays, because ArrayLists themselves are Serializeable, but you do need to convert from MutableList to ArrayList.

            Source https://stackoverflow.com/questions/67989536

            QUESTION

            Why does TypeScript infer this type for the array item with a union of array types?
            Asked 2021-Jun-15 at 19:42

            I'm having trouble understanding why TypeScript is inferring a certain type for an array element when the type is a union type and the types 'overlap'. I've reduced it to this minimum repro:

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:42

            See microsoft/TypeScript#43667 for a canonical answer. This is a design limitation of TypeScript.

            As you might be aware: in TypeScript's structural type system, Child is a subtype of Base even though it is not explicitly declared as such. So every value of type Child is also a value of type Base (although not vice-versa). That means Child | Base is equivalent to Base... although the compiler is not always aggressive about reducing the former to the latter. (Compare this to the behavior with something like "foo" | string, which is always immediately reduced to string by the compiler.)

            Subtype reduction is often desirable, but there are some places where Child | Base's behavior is observably different from Base's, such as excess property checks, IntelliSense hinting, or the sort of unsound type guarding that happens with the in operator. You haven't shown why it matters to you that you are getting a Base as opposed to a Child | Base, but presumably it's one of these observable differences or something like it.

            My advice here is first to think carefully about whether or not you really need this distinction. If so, then you might consider preventing Base from being a subtype of Child, possibly by adding an optional property to it:

            Source https://stackoverflow.com/questions/67986975

            QUESTION

            Meaning of Compile-Time?
            Asked 2021-Jun-15 at 19:35

            My Question: What exactly does “compile-time” mean? I present my understanding below and where I am getting confused.

            Compilation is the process that generates a single executable .exe file from the .vb file. There are several ways to do this, for example by using the VBC.EXE command from the developer command window or MSDOS. The way I understand “compile-time” is that it is time when such a command gets executed and the exe file is generated. The following are the what I find confusing:

            1. When I write Dim i = 5, the compiler infers or “knows” that the variable “i” is an integer.
            2. If I want to print an integer or a string using the Writeline method of the console class then the compiler automatically determines which overloaded version it should call. So in this case also the compiler “knows” – this is also known as compile-time polymorphism.

            My confusion: Since in both the above cases the compiler infers or knows the type of variable or the version of the overloaded method to call just after we have finished typing the sentence, is this also called compile-time? We have not given any sort of compilation command here.

            1. Another confusion on the definition of compile-time refers to the case when we explicitly define overloaded methods. In the case of the writeline method, we know from the pop-up given by intellisense that immediately after we have finished typing the sentence the version with the correct signature is called. Now, when we define overloaded methods does the compiler know which version to call when we call the function (depending on signature) somewhere in the program right after we have finished typing the code? Or does the compiler know this after the exe file has been generated? This is a case of compile-time polymorphism. But then which time or which step is the “compile-time”?
            ...

            ANSWER

            Answered 2021-Jun-15 at 19:35

            We have not given any sort of compilation command here.

            No, but most modern IDEs can do similar "static analysis" that compilers do to determine types, etc. Some even do a very lightweight "compile" to determine what overloads are appropriate, etc.

            Also note that IDEs and the actual compiler may not always agree. IDE analysis is designed to be very fast, so the analysis done by the IDE may be less robust and less accurate than a static compiler.

            So in a sense these are all "compile-time" in that the only information that is available is what is present in the code. This is opposed to "run-time" where other factors such as user input, environment, and state can change the flow and interpretation of the program in ways that the compiler could not account for.

            Source https://stackoverflow.com/questions/67991616

            QUESTION

            Convert interface with nullable string property to string property
            Asked 2021-Jun-15 at 18:49

            I have the following two interfaces, one which allows a nullable vin, the other that doesn't:

            ...

            ANSWER

            Answered 2021-Jun-15 at 18:49

            You can use a type predicate to define a user-defined type guard like this:

            Source https://stackoverflow.com/questions/67989014

            QUESTION

            Shorthand object initializer syntax for matching property name
            Asked 2021-Jun-15 at 18:36

            Sometimes I find myself needing to initialize an object with a property that matches the property of another object. When the property name is the same, I want to be able to use shorthand syntax.

            (For the purposes of the examples in this question, I'll just keep the additional properties to a tag: 1 property, and I'll reuse message in subsequent examples as the input/source of the information. I also indicate an extra unwanted property of message because I'm cherry-picking properties and do not intend to just use Object.assign to assign all the properties of message to the result.)

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:26

            The best I have so far is { person: message.person, tag: 1 }.

            Is there shorthand initializer syntax to achieve this?

            No, this is still they way to go.

            hoping that a property name would magically be inferred from person

            Source https://stackoverflow.com/questions/67989808

            QUESTION

            Trait with constructor that takes borrows to borrows cannot infer liftime on usage
            Asked 2021-Jun-15 at 13:38

            I need a trait that allows me to construct a object that borrows an object that borrows something. In the following example that is PaperBin. https://play.rust-lang.org/?version=stable&mode=debug&edition=2018&gist=78fb3f88b71bc226614912001ceca65b

            ...

            ANSWER

            Answered 2021-Jun-15 at 13:38

            Your immediate issue is that T: GarbageBin<'a, 'b> where 'a and 'b are parameters of create_bin_with_rubbish and must therefore outlive calls to that function—but the actual lifetimes passed to T::new are only internal to the function and do not therefore satisfy those bounds.

            Instead of parameterising create_bin_with_rubbish with lifetimes 'a and 'b, one way to resolve this would be to use instead an HRTB (higher-ranked trait bound):

            Source https://stackoverflow.com/questions/67974031

            QUESTION

            Problem with FULLY_CONNECTED op in TF Lite
            Asked 2021-Jun-15 at 13:22

            I'd like to run a simple neural network model which uses Keras on a Rasperry microcontroller. I get a problem when I use a layer. The code is defined like this:

            ...

            ANSWER

            Answered 2021-May-25 at 01:08

            I had the same problem, man. I want to transplant tflite to the development board of CEVA. There is no problem in compiling. In the process of running, there is also an error in AddBuiltin(full_connect). At present, the only possible situation I guess is that some devices can not support tflite.

            Source https://stackoverflow.com/questions/67677228

            QUESTION

            Recursive generics and Array inference
            Asked 2021-Jun-15 at 13:10

            I'm trying to create a few generic recursive types to modify structure of existing types. I can't tell why the sections inferring arrays and nested objects is not getting triggered. Any idea what I'm doing wrong?

            TS playround link with the below code:

            ...

            ANSWER

            Answered 2021-Jun-15 at 00:56

            Assuming what I mentioned in my comment on your question, the fix is just to simplify your FieldWithConfidence type significantly. Right now it is trying to add a number of additional levels of structure beyond what you seem to want. Here is a version of that type that works as I think you intend:

            Source https://stackoverflow.com/questions/67977500

            QUESTION

            Why are lifetime specifiers not required [sometimes] in Rust for generics?
            Asked 2021-Jun-15 at 11:03

            I was looking at the Microsoft Rust guide and while reading the generics chapters, I came across the following problem.

            Consider the two following pieces of code:

            ...

            ANSWER

            Answered 2021-Jun-14 at 12:47

            QUESTION

            NV12 to YUV444 speed up
            Asked 2021-Jun-15 at 06:50

            I have a code that converts image from nv12 to yuv444

            ...

            ANSWER

            Answered 2021-Jun-10 at 06:15

            Seems to be a prime case for fancy indexing (advanced indexing).

            Something like this should do the trick, though I didn't verify it on an actual image. I've added a section to reconstruct the image in the beginning, because it is easier to work with the array as a whole than broken into parts. Likely, you can refactor this and avoid splitting it to begin with.

            Source https://stackoverflow.com/questions/67914430

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

            Vulnerabilities

            No vulnerabilities reported

            Install infer

            To install the current stable version of infer from CRAN:. To install the developmental stable version of infer, make sure to install remotes first. The pkgdown website for this version is at infer.tidymodels.org.

            Support

            We welcome others helping us make this package as user-friendly and efficient as possible. Please review our contributing and conduct guidelines. By participating in this project you agree to abide by its terms. For questions and discussions about tidymodels packages, modeling, and machine learning, please post on RStudio Community. If you think you have encountered a bug, please submit an issue. Either way, learn how to create and share a reprex (a minimal, reproducible example), to clearly communicate about your code. Check out further details on contributing guidelines for tidymodels packages and how to get help.
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries

            Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link

            Explore Related Topics

            Consider Popular Analytics Libraries

            superset

            by apache

            influxdb

            by influxdata

            matomo

            by matomo-org

            statsd

            by statsd

            loki

            by grafana

            Try Top Libraries by tidymodels

            broom

            by tidymodelsR

            tidymodels

            by tidymodelsR

            corrr

            by tidymodelsR

            parsnip

            by tidymodelsR

            recipes

            by tidymodelsR