NEAT | NEAT project , the NExt-generation sequencing Analysis | Machine Learning library

 by   ncsa Python Version: 4.0-beta License: Non-SPDX

kandi X-RAY | NEAT Summary

kandi X-RAY | NEAT Summary

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

Stay tuned over the coming weeks for exciting updates to NEAT, and learn how to [contribute] CONTRIBUTING.md) yourself. If you’d like to use some of our code, no problem! Just review the [license] LICENSE.md), first. NEAT-gen_reads is a fine-grained read simulator. GenReads simulates real-looking data using models learned from specific datasets. There are several supporting utilities for generating models used for simulation. This is an in-progress v3.2 of the software. For a stable release of the previous repo, please see: [genReads1] (or check out our v2.0 tag).
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              NEAT has a low active ecosystem.
              It has 27 star(s) with 10 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 20 open issues and 23 have been closed. On average issues are closed in 82 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of NEAT is 4.0-beta

            kandi-Quality Quality

              NEAT has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              NEAT 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

              NEAT releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed NEAT and discovered the below as its top functions. This is intended to give you an instant insight into NEAT implemented functionality, and help decide if they suit your requirements.
            • Parse the input file .
            • Generate random mutations .
            • parse a VCF file
            • Calculate the sequence errors from the read_data .
            • Read a reference sequence
            • Writes a BAM record to a BAM file .
            • Create a list of the indexes of the reference fasta file .
            • Parse a single line .
            • Parse the mutation model .
            • Run the analysis .
            Get all kandi verified functions for this library.

            NEAT Key Features

            No Key Features are available at this moment for NEAT.

            NEAT Examples and Code Snippets

            No Code Snippets are available at this moment for NEAT.

            Community Discussions

            QUESTION

            Restore scroll position when navigating with React Router 6
            Asked 2022-Mar-25 at 23:34

            How do I set up React Router 6 to restore scroll position when I navigate and when the browser window is refreshed?

            React Router 5 has a page about scroll restoration, but I can't find anything about scrolling in the docs for v6, so I guess that you're supposed to handle this yourself with another package. Fair enough, but I can't find anything that's compatible with React Router 6.

            The packages react-scroll-restoration and oaf-react-router require v5. (oaf-react-router does list that it supports v6, but the basic usage code example isn't compatible with v6, and the related issue #210 is still open.)

            Gatsby and Next.js support scroll restoration out of the box, but I doesn't look like there's a neatly packaged package that you can just use.

            This little demo app with server side rendered pages does what I want. Scroll position is restored when navigation back and forth and refreshing the browser window.

            Here is the same app using React Router 6, where the scroll position isn't saved and restored, but actually reused between pages. The usual workaround for that is to scroll to the top whenever the page is navigated, but I am not interested in that behaviour.

            Edit: React Query writes that the issue with scroll restoration is that pages are refetching data, thereby implying that if the data for rendering the pages is there, scroll restoration just works. I cannot confirm that, because my small React Router 6 app has the issue even without doing any data fetching at all. I feel like there is something small think I am missing in order to get it to work.

            Rant: I am quite surprised that the typical answer to this issue is to call window.scrollTo(0, 0) when navigating. This only fixes the issue of the scroll position being transferred between pages. When the scroll position isn't restored, the user experience when navigating between pages is seriously deteriorated. I guess this is partly why pop-up windows have become so popular, but they bring a long suite of other UX issues, so I really want to avoid using them.

            ...

            ANSWER

            Answered 2022-Feb-05 at 16:52

            Thanks to this comment in oaf-react-router I was able to get it to work with React Router 6. There are a few caveats, though, so I do not consider this a viable solution for a professional web app.

            1. As stated in this code comment, oaf-react-router has to use the same version of history as react-router-dom does. That's why HistoryRouter is exported as unstable_HistoryRouter. This solution does indeed feel quite unstable.

            2. oaf-react-router does not restore the scroll position when refreshing a web page. I don't know if this can be achieved easily, and it's something that might be acceptable.

            Source https://stackoverflow.com/questions/70886149

            QUESTION

            How To Offset a DIV By It's Index
            Asked 2022-Mar-16 at 08:16

            I'm trying to create a triangular grid with HTML and CSS which involves offsetting each successive triangle in the grid to the left by larger and larger amounts so that each triangle fits neatly next to the previous one. Since the amount that each triangle needs to move is based on it's index in the parent container, I'm currently using JS to set this offset. I'm looking for a way to do this with pure CSS. Using JS like this feels like a hack and I'm wondering if I'm missing something in CSS that would let me access each triangle div's index or perhaps there's another way altogether in CSS to achieve what I'm doing.

            ...

            ANSWER

            Answered 2022-Mar-16 at 08:16

            I created the same result with a negative margin. So the triangles don't have to move an increasing space to the left.

            Source https://stackoverflow.com/questions/71484030

            QUESTION

            Return multiple possible matches when fuzzy joining two dataframes or vectors in R if they share a word in common
            Asked 2022-Mar-15 at 18:03

            Is there a way of joining two dataframes via where a row in the first dataframe is joined with every row in the second dataframe if they share a word in common?

            For example:

            ...

            ANSWER

            Answered 2022-Mar-15 at 18:03

            QUESTION

            How to get Linux file permissions in .NET 5 / .NET 6 without Mono.Posix with p/invoke?
            Asked 2022-Mar-09 at 06:54

            I recently found, that I can make Linux system calls from .NET relatively easy.

            For example, to see if I need sudo I just make a signature like this:

            ...

            ANSWER

            Answered 2021-Nov-01 at 11:54

            So, I was wrong posting the last answer. I found out, the libc binary contained something like __xstat and I called it.

            Wrong! As the name would suggest, it was a kind of a private function, something intended to be an implementation detail, not a part of the API.

            So I found another function with a normal name: statx. It does exactly what I need, it is well(-ish) documented here:

            https://man7.org/linux/man-pages/man2/statx.2.html

            Here's the structure and values: https://code.woboq.org/qt5/include/bits/statx.h.html https://code.woboq.org/userspace/glibc/io/fcntl.h.html

            TL;DR - it works.

            I figured out that -100 (AT_FDCWD) passed as dirfd parameter makes relative paths relative to the current working directory.

            I also figured out that passing zeros as flags works (as equivalent to AT_STATX_SYNC_AS_STAT), and the function returns what it should for a regular local filesystem.

            So here's the code:

            Source https://stackoverflow.com/questions/69777374

            QUESTION

            Rearranging polygons in geopandas for matplotlib plotting
            Asked 2022-Mar-08 at 20:20

            I am working on a project where I am using a shape file to make a choropleth map of the United States. To do this, I downloaded the standard shape file here from the US Census Bureau. After a little bit of cleaning up (there were some extraneous island territories which I removed by changing the plot's axis limits), I was able to get the contiguous states to fit neatly within the bounds of the matplotlib figure. For reference, please see Edit 4 below.

            Edit 1: I am using the cb_2018_us_state_500k.zip [3.2 MB] shape file.

            The only problem now is that by setting axis limits I now am no longer able to view Alaska and Hawaii (as these are obviously cut out by restricting the axis limits). I would now like to add both of these polygons back in my map but now towards the lower part of the plot figure (the treatment that is given by most other maps of this type) despite its geographical inaccuracy.

            To put this more concretely, I am interested in selecting the polygon shapes representing Alaska and Hawaii and moving them to the lower left hand side of my figure. Is this something that would be possible?

            I can create a Boolean mask using:

            ...

            ANSWER

            Answered 2021-Sep-22 at 17:25

            You could do something like this. You will have to find the right offsets to position Alaska where you want it to be exactly.

            Now, you have the following dataframe:

            Source https://stackoverflow.com/questions/69278742

            QUESTION

            Specialising Range or overloading ".."
            Asked 2022-Feb-10 at 05:54

            I have a little library where I can define integer types. These are intended for type-safe indexing into arrays and strings in the kind of algorithms I often write. For example, I can use it to define an offset type, Offset and an index type, Idx such that you can get an Offset by subtracting two Idx, you can get Idx by adding or subtracting Offset, but you cannot for example multiple or add Idx.

            ...

            ANSWER

            Answered 2022-Feb-10 at 05:54

            No, you can't.

            By definition of the orphan rules:

            Given impl Trait for T0, an impl is valid only if at least one of the following is true:

            • Trait is a local trait
            • All of
              • At least one of the types T0..=Tn must be a local type. Let Ti be the first such type.
              • No uncovered type parameters P1..=Pn may appear in T0..Ti (excluding Ti)

            Only the appearance of uncovered type parameters is restricted. Note that for the purposes of coherence, fundamental types are special. The T in Box is not considered covered, and Box is considered local.

            Local trait

            A trait which was defined in the current crate. A trait definition is local or not independent of applied type arguments. Given trait Foo, Foo is always local, regardless of the types substituted for T and U.

            Local type

            A struct, enum, or union which was defined in the current crate. This is not affected by applied type arguments. struct Foo is considered local, but Vec is not. LocalType is local. Type aliases do not affect locality.

            As neither Index nor Range nor Vec are local, and Range is not a fundamental type, you cannot impl Index<...>> for Vec, no matter what you put in the place of the ....

            The reason for these rules is that nothing prevents Range or Vec from implementing impl Index> for Vec. Such impl does not exist, and probably never will, but the rules are the same among all types, and in the general case this definitely can happen.

            You cannot overload the range operator either - it always creates a Range (or RangeInclusive, RangeFull, etc.).

            The only solution I can think about is to create a newtype wrapper for Vec, as suggested in the comments.

            If you want your vector to return a wrapped slice, you can use a bit of unsafe code:

            Source https://stackoverflow.com/questions/71017029

            QUESTION

            How do I use an higher order async function to filter a Vec?
            Asked 2022-Feb-03 at 22:46
            Filtering via async predicate, the "easy" way

            One way would be to join_all!() the Futures that compute the filters on every item. And then filters synchronously based on those:

            ...

            ANSWER

            Answered 2022-Feb-03 at 22:46

            While you can't return an impl Future from an impl FnMut, you can return a boxed future, i.e. a dyn Future which must be boxed because it's in return position. After a bit of borrow checker tetris, we arrive to this:

            Source https://stackoverflow.com/questions/70968870

            QUESTION

            502 Error: Bad Gateway on Azure App Service with IronPDF
            Asked 2022-Jan-10 at 08:54

            I am attempting to get IronPDF working on my deployment of an ASP.NET Core 3.1 App Service. I am not using Azure Functions for any of this, just a regular endpoints on an Azure App Service -which, when a user calls it, the service generates and returns a generated PDF document.

            When running the endpoint on localhost, it works perfectly- generating the report from the HTML passed into the method. However, once I deploy it to my Azure Web App Service, I am getting a 502 - Bad Gateway error, as attached (displayed in Swagger for neatness sake).

            Controller:

            ...

            ANSWER

            Answered 2021-Dec-14 at 02:19

            App Service runs your apps in a sandbox and most PDF libraries will fail. Looking at the IronPDF documentation, they say that you can run it in a VM or a container. Since you already are using App Service, simply package your app in a container, publish it to a container registry and configure App Service to run it.

            Source https://stackoverflow.com/questions/70341723

            QUESTION

            Can NPM show me the age of packages before installing them?
            Asked 2022-Jan-05 at 10:35

            In light of recent malware in existing npm packages, I would like to have a mechanism that lets me do some basic checks before installing new packages or updating existing ones. My main issue are both the packages I install directly, and also the ones I install indirectly.

            In general I want to get a list of package-version that npm would install before installing it. More specifically I want the age of the packages that would be installed, so I can generate a warning if any of them is less than a day old.

            If I could do that directly with npm, that would be neat, but I'm afraid I need to do some scripting around it.

            specific use case:

            If I executed npm install react-native-gesture-handler on 2021-10-22 it would have executed the post-install hook of a malicious version of ua-parser and my computer would have been compromised, which is something I would like to avoid.

            When I enter npm install react-native-gesture-handler --dry-run, it only tells me which version of react-native-gesture-handler it would have installed, but it would not tell me that it would install a version of ua-parser that was released on that day.

            additional notes:

            • I know that npm i --dry-run exists, but it shows only the direct packages.
            • I know that npm list exists, but it only shows packages after installing (and thus after install-hooks have already done their harm)
            • both only show packages version and not their age
            • I do not know how I would get a list of packages that would come with a install-hook before installing them
            • pointers to alternative ways to deal with malicious npm packages are welcome.
            • so far my best solution would be to do "--ignore-scripts" but that would come with it's own set of problems
            ...

            ANSWER

            Answered 2021-Dec-07 at 07:26

            To find out the malicious package, you will need a script that will check your package for vulnerabilities against national vulnerabilities database

            The National Vulnerability Database includes databases of security checklist references, security related software flaws, misconfigurations, product names, and impact metrics.

            Mostly all software companies use application security tools like Veracode, Snyk or Checkmarx that does this usually in a stage before deployment in the CICD pipeline.

            If you're looking to achieve this locally, you can try

            Source https://stackoverflow.com/questions/69975960

            QUESTION

            How to add multiple objects to local storage with the same key
            Asked 2021-Dec-12 at 19:41

            I have this piece of code that reads data from an excel sheet, turns them into objects and then display their details in a neat product card

            ...

            ANSWER

            Answered 2021-Dec-12 at 19:41

            You can use localStorage#getItem to get the current list, and JSON#parse to convert it to an array of objects. Then, use Array#push to add the current item, and finally, use localStorage#set and JSON#stringify to save the updated list:

            Source https://stackoverflow.com/questions/70326666

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

            Vulnerabilities

            No vulnerabilities reported

            Install NEAT

            You can download it from GitHub.
            You can use NEAT 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 .
            Find more information at:

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

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/ncsa/NEAT.git

          • CLI

            gh repo clone ncsa/NEAT

          • sshUrl

            git@github.com:ncsa/NEAT.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link