KAML | Kinship Adjusted Multi-Loci Best Linear Unbiased Prediction | Machine Learning library

by YinLiLin R Version: 1.1.0 License: GPL-3.0

X-Ray Key Features Code Snippets Community Discussions(6)Vulnerabilities Install Support

kandi X-RAY | KAML Summary

KAML is a R library typically used in Artificial Intelligence, Machine Learning applications. KAML has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

KAML is designed to predict genetic values using genome-wide or chromosome-wide SNPs for either simple traits that controlled by a limited number of major genes or complex traits that influenced by many polygenes with minor effects. In brief, KAML provides a flexible assumption to accommodate traits of various genetic architectures and incorporates pseudo-QTNs as fixed effect terms and a trait-specific random effect term under the LMM framework. The model parameters are optimized using the information of bootstrap strategy based GWAS results in a parallel accelerated machine learning procedure combing cross-validation, grid search and bisection algorithms. For more statistical methods under the BLUP Framework please see our developed package HIBLUP (KAML is developed by Lilin Yin with the help of Haohao Zhang, and Xiaolei Liu* at the Huazhong(Central China) Agricultural University. If you have any bug reports or questions, please feed back :point_right:here:point_left:, or send email to xiaoleiliu@mail.hzau.edu.cn.

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Quality

Security

License

Reuse

Support

KAML has a low active ecosystem.

It has 29 star(s) with 9 fork(s). There are 4 watchers for this library.

It had no major release in the last 12 months.

There are 8 open issues and 1 have been closed. On average issues are closed in 868 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of KAML is 1.1.0

Quality

KAML has 0 bugs and 0 code smells.

Security

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

KAML code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

KAML 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.

Reuse

KAML releases are available to install and integrate.

Installation instructions, examples and code snippets are available.

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KAML Key Features

No Key Features are available at this moment for KAML.

KAML Examples and Code Snippets

No Code Snippets are available at this moment for KAML.

Community Discussions

Trending Discussions on KAML

providing input parameter for regex expression

Converting excel file names to pandas data frame columns

ASP.NET Core Web API checking if-modified-since header not working because browser does not even submit to server

IActionResult vs ActionResult vs T - Why doesn't ActionResult work?

concatenating values in data frame

count of frequency of variable in second row

QUESTION

providing input parameter for regex expression

Asked 2021-Jun-30 at 06:45

I want to give input paramater for user weather he want to exclude sum of 0 from the output or not.

for example in my output df giving the sum of count of rows in in second row so i want to give input parameter for user if he want to exclude 0 or not

Include_Error_only = TRUE then column having 0 will get excluded from the out put.

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ANSWER

Answered 2021-Jun-30 at 06:45

Maybe it would be clear to do this with if/else -

Source https://stackoverflow.com/questions/68157987

QUESTION

Converting excel file names to pandas data frame columns

Asked 2021-Feb-24 at 22:03

I have around 1500 excel files which are formatted in a similar way. I need to clean and prepare the data to be ingested into a visualisation tool. Most of the cleaning is easy and I've taken care of that. I'm working on one file right now and I'll loop through all the files once this is done.

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ANSWER

Answered 2021-Feb-24 at 22:03

You can use

Source https://stackoverflow.com/questions/66349149

QUESTION

ASP.NET Core Web API checking if-modified-since header not working because browser does not even submit to server

Asked 2021-Feb-05 at 22:37

I have a controller that returns a FileStreamResult. Part of the processing looks to see if the 'if-modified-since' header is less that current date in the database to return either NotModified() or the actual FileStreamResult. The problem is, the client (in this case Swagger) doesn't even submit to my server so I can check the database date against the passed in header. I haven't set any 'caching' information in Startup. Given the code below, any ideas how to make sure it submits back to my web api so I can do the database compare?

Here is screenshot of Chrome network tab. You can see the first one (displayed as test) submitted to server (I had disable cache turned on), then submitted again and it was served by (disk cache) - never hitting the server.

Note, I followed these links as my template:

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ANSWER

Answered 2021-Feb-05 at 10:01

In this if-statement, you are comparing a datetime for an exact match == instead of a >= comparison, so most of the time you are probably going to get a not modified response.

Source https://stackoverflow.com/questions/66052852

QUESTION

IActionResult vs ActionResult vs T - Why doesn't ActionResult work?

Asked 2021-Feb-04 at 13:51

I'm working on a .NET 5 web api and I have the following code that throws an error when I try to return NotFound().

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ANSWER

Answered 2021-Feb-04 at 13:51

Doh...in case anyone else runs into this. The problem is FileResultStream is an ActionResult, so it was not correct to use ActionResult where T is another ActionResult in this scenario. I am using IActionResult and then updating my attribute to:

[ProducesResponseType( typeof( FileStreamResult ), StatusCodes.Status200OK )]

If there is better way, let me know.

Source https://stackoverflow.com/questions/66046898

QUESTION

concatenating values in data frame

Asked 2020-Nov-17 at 12:24

i am trying to concatenating values in my data frame for column names start with any number

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ANSWER

Answered 2020-Nov-17 at 11:22

I can't get your code to work, you forgot to mention a package, but here is a solution to a very similar data set, you should be able to adjust accordingly.

Source https://stackoverflow.com/questions/64873697

QUESTION

count of frequency of variable in second row

Asked 2020-Oct-29 at 19:19

I have a data frame like below and I am looking for simple solution for count of variable for column names start with number. after adding second row in dataframe.

...

ANSWER

Answered 2020-Oct-29 at 19:19

You can create your row with

Source https://stackoverflow.com/questions/64579330

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

Vulnerabilities

No vulnerabilities reported

Install KAML

KAML is compatible with both R and Microsoft R Open, WE STRONGLY RECOMMEND TO INSTALL KAML ON Microsoft R Open(https://mran.microsoft.com/download/). MRO is the enhanced distribution of R from Microsoft Corporation, and it includes the state-of-the-art parallel accelerated math libraries. Those libraries would reduce the time consumption significantly as many matrix operations could be computed in parallel by using all the available processing power.
(1) KAML can be installed with "devtools" by using the following R codes:.

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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