icp | iterative closest point | Machine Learning library

 by   ClayFlannigan Python Version: Current License: Non-SPDX

kandi X-RAY | icp Summary

kandi X-RAY | icp Summary

icp is a Python library typically used in Artificial Intelligence, Machine Learning, Example Codes applications. icp has no bugs, it has no vulnerabilities and it has low support. However icp build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Python implementation of m-dimensional Iterative Closest Point method. ICP finds a best fit rigid body transformation between two point sets. Correspondence between the points is not assumed. Included is an SVD-based least-squared best-fit algorithm for corresponding point sets.
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            kandi-support Support

              icp has a low active ecosystem.
              It has 498 star(s) with 147 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 7 open issues and 4 have been closed. On average issues are closed in 15 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of icp is current.

            kandi-Quality Quality

              icp has 0 bugs and 11 code smells.

            kandi-Security Security

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

            kandi-License License

              icp 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

              icp releases are not available. You will need to build from source code and install.
              icp has no build file. You will be need to create the build yourself to build the component from source.
              icp saves you 40 person hours of effort in developing the same functionality from scratch.
              It has 108 lines of code, 6 functions and 2 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed icp and discovered the below as its top functions. This is intended to give you an instant insight into icp implemented functionality, and help decide if they suit your requirements.
            • Compute the distance between two points .
            • Compute the transformation matrix for the best fit
            • Calculate the nearest neighbors between src and dst .
            Get all kandi verified functions for this library.

            icp Key Features

            No Key Features are available at this moment for icp.

            icp Examples and Code Snippets

            No Code Snippets are available at this moment for icp.

            Community Discussions

            QUESTION

            converting nested json into dataframe with a specific output
            Asked 2021-Jun-10 at 14:12

            Let's say I have some JSON as below

            ...

            ANSWER

            Answered 2021-Jun-10 at 13:48

            QUESTION

            How to find JSON objects without actually parsing the JSON (regex)
            Asked 2021-May-13 at 08:04

            I'm working on filtering a website's data and looking for keywords. The website uses a long JSON body and I only need to parse everything before a base64-encoded image. I cannot parse the JSON object regularly as the structure changes often and sometimes it's cut off.

            Here is a snippet of code I'm parsing:

            ...

            ANSWER

            Answered 2021-May-12 at 19:09

            Regular expression should work here. Try matching with the following regular expression. It matches the desired sections, when I try it in https://regexr.com/. Also, regexr helps you understand the regular expression, in case you are new to it.

            Source https://stackoverflow.com/questions/67509404

            QUESTION

            Partial dependence/ALE/ICE plots XgBoost in r
            Asked 2021-Apr-16 at 10:23

            I am trying to plot pdp, ale and ICE plots for a regression Xgboost model in r built using the Xgboost library. I have tried this using the pdp library:

            ...

            ANSWER

            Answered 2021-Apr-16 at 10:23

            You need to specify the type. If ICP is continuous, try

            p1xv <- partial(xgbc, pred.var = "za1", ice = TRUE, center = TRUE, plot = TRUE, rug = TRUE, alpha = 0.1, plot.engine = "ggplot2", train = xv, type = "regression")

            Source https://stackoverflow.com/questions/66016542

            QUESTION

            BoDi.ObjectContainerException: 'Interface cannot be resolved: OpenQA.Selenium.IWebDriver'
            Asked 2021-Apr-08 at 15:59

            I am creating a framework to test a web app using Specflow and Nunit and I have run into an error that I previously did not have.

            The error I get is: BoDi.ObjectContainerException: 'Interface cannot be resolved: OpenQA.Selenium.IWebDriver'

            This originates in the base class when I try to resolve the _container into a IWebDriver.

            I get no compile errors with this and the bug only shows up when the test is run.

            BasePage.cs

            ...

            ANSWER

            Answered 2021-Apr-08 at 15:59

            You have a order problem. SpecFlow creates an instance of the LoginSteps class to call the BeforeScenarioHook method Startup. But when it does that, it executed the constructor where you want to create an instance of the LoginPage, which want to resolve the WebDriver.

            But at this point in time, the webdriver is not yet registered in the container and can't be resolved.

            I would move the line loginPage = new LoginPage(container); into the hook to solve this problem.

            Source https://stackoverflow.com/questions/67002985

            QUESTION

            Some CSS don't apply to my project in react and I don't understand why
            Asked 2021-Jan-10 at 18:55

            I am frustrated because I'm a very Junior in React so I don't know if I made something wrong or not, because I really don't understand why, but part of the CSS don't apply to my code and I feel it's not normal...

            This is my JS code:

            ...

            ANSWER

            Answered 2021-Jan-10 at 18:55

            the npm module react-pro-sidebar that you are using in application will have some default styling pre-applied if you want to change the styling you need to override the existing styling

            thanks

            Source https://stackoverflow.com/questions/65655066

            QUESTION

            Why does the preview of site on Cloudflare worker differs from the browser?
            Asked 2020-Oct-20 at 00:40

            I have a domain A.tk in the Cloudflare, and I have a server that cannot use the port 80 with domain A.top. The only way to visit A.top is A.top:61445, so I try to fetch('A.top:61445') in Cloudflare worker, and change the response when visiting A.tk. Everything is OK in the worker but not in the browser, where is the problem?Is it might cause of ICP?(I haven't get it)

            ...

            ANSWER

            Answered 2020-Oct-20 at 00:40

            Cloudflare doesn't allow such port...

            Source https://stackoverflow.com/questions/64201628

            QUESTION

            Button to run a flow fails when I press it twice consecutively
            Asked 2020-Oct-13 at 07:51

            Below is my controller

            ...

            ANSWER

            Answered 2020-Oct-12 at 18:55

            The problem is that you are creating a singleton instance of the Flow which you start the first time you click the button. Then, when you click the button again, you are calling start() on the same instance of the Flow.

            The way to resolve this would be to instantiate the Flow every time you click the button, like so:

            Source https://stackoverflow.com/questions/64253275

            QUESTION

            Comparing two string arrays in Bash and getting the difference
            Asked 2020-Oct-02 at 02:02

            I've been working on this for hours and I can't seem to figure it out. I'm trying to compare two arrays of strings and using a third array to list the odd ones out. This is what I have:

            ...

            ANSWER

            Answered 2020-Oct-02 at 02:02

            Unsing sort and uniq to extract unique records:

            Source https://stackoverflow.com/questions/64164984

            QUESTION

            Cumulative Homogenous Transformations: rotations work, but translations don't?
            Asked 2020-Sep-20 at 09:37

            I have 3 point clouds (cloud 0, cloud 1 and cloud 2), obtained in 3 different positions using a Terrestrial Laser Scanner. These clouds overlap between them, which means that there is a rigid 3D body transformation, T, which correctly registers one cloud on another. I have two of these transformations, T10, which moves cloud 1 to cloud 0; and T20, which moves cloud 2 to cloud 0 (cloud 0 was chosen as the global reference). The question is, how do I find the transformation that overlaps cloud 2 with cloud 1? I already found the rotation, but I can't find the translation vector. It's possible?

            The rotation I found by multiplying the transformation T20 by the inverse of T10, because T10^(-1) = T01, therefore, T20*T01 = T21. When I apply this transformation to cloud 2 it rotates cloud 2 to cloud 1 correctly (both are in the same direction), but there is a shift between them, I don't understand why.

            These transformations are just homogeneous matrices T (4x4) which are simply the junction of a rotation matrix R (3x3), and a translation vector t (3x1), right? Rotations can be composed. The fact that I found the rotation from cloud 2 to cloud 1 shows this. But why does this shift appear in translation?

            In fact, I have several clouds, to register a cloud far from the origin, I need to accumulate several transformations through multiplications (for example: T50 = T54 * T43 * T32 * T21 * T10), the more I multiply the greater the difference in translation.

            I would like to say that although the multiplication accumulates errors, they are very small, since the registration was done manually and refined by ICP. In fact, applying any of the transformations in pairs results in an almost perfect overlap, but accumulating them causes a huge deviation in translation. The rotation is so good that loop closure practically results in the identity matrix.

            ...

            ANSWER

            Answered 2020-Sep-20 at 09:37

            Are you neglecting the effect of rotation on translation?

            If you have a transformation T with rotation R and translation v and another S with rotation Q and translation v, then the effect of applying T then S to a point x is to get y where

            Source https://stackoverflow.com/questions/63975858

            QUESTION

            Python pandas: Calculating percentage with groups using groupby
            Asked 2020-Sep-17 at 22:39

            I have a data frame which contains the information of customer type. I used groupby to count the type of customer within each category using following command:

            ...

            ANSWER

            Answered 2020-Sep-17 at 22:25

            The following should work:

            Source https://stackoverflow.com/questions/63946824

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

            Vulnerabilities

            No vulnerabilities reported

            Install icp

            You can download it from GitHub.
            You can use icp like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            gh repo clone ClayFlannigan/icp

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