tybalt | variational autoencoder for pan-cancer gene expression data | Machine Learning library

 by   greenelab HTML Version: 0.1.3 License: BSD-3-Clause

kandi X-RAY | tybalt Summary

kandi X-RAY | tybalt Summary

tybalt is a HTML library typically used in Artificial Intelligence, Machine Learning, Tensorflow applications. tybalt has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

The repository stores scripts to train, evaluate, and extract knowledge from a variational autoencoder (VAE) trained on 33 different cancer-types from The Cancer Genome Atlas (TCGA). The specific VAE model is named Tybalt after an instigative, cat-like character in Shakespeare's "Romeo and Juliet". Just as the character Tybalt sets off the series of events in the play, the model Tybalt begins the foray of VAE manifold learning in transcriptomics. Also, deep unsupervised learning likes cats.
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            kandi-support Support

              tybalt has a low active ecosystem.
              It has 132 star(s) with 52 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 3 open issues and 40 have been closed. On average issues are closed in 59 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of tybalt is 0.1.3

            kandi-Quality Quality

              tybalt has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              tybalt is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              tybalt releases are available to install and integrate.
              Installation instructions are not available. Examples and code snippets are available.
              It has 27360 lines of code, 79 functions and 78 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

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            tybalt Key Features

            No Key Features are available at this moment for tybalt.

            tybalt Examples and Code Snippets

            No Code Snippets are available at this moment for tybalt.

            Community Discussions

            QUESTION

            JavaScript: filter array of objects using an object
            Asked 2022-Jan-09 at 20:19

            I was trying to do the following challenge from freecodecamp: https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/intermediate-algorithm-scripting/wherefore-art-thou and I have a couple questions about it.

            1. Why is my attempt working in my local console but not on freecodecamp? Meaning, out of all the tests, 3 out of 4 are correct in my console, but none of them is on FCC.
            2. Why is this test whatIsInAName([{ "apple": 1, "bat": 2 }, { "bat": 2 }, { "apple": 1, "bat": 2, "cookie": 2 }], { "apple": 1, "bat": 2 }) not passing if all the others are?

            My attempt with expected results:

            ...

            ANSWER

            Answered 2022-Jan-09 at 20:19
            • Using Object#entries, get the list of key-value pairs from source
            • Using Array#filter, iterate over collection. In every iteration, using Array#every, check if all entries in the above sourceEntries match the current object

            Source https://stackoverflow.com/questions/70644869

            QUESTION

            Find an object by its key, if two keys of two different objects within an array of object are identical in JavaScript
            Asked 2021-Apr-03 at 11:04

            Here is an array of objects:

            ...

            ANSWER

            Answered 2021-Feb-20 at 12:07

            You can loop through the object keys and delete the property if condition matches:

            Source https://stackoverflow.com/questions/66291265

            QUESTION

            Data structure - Algorithm Scripting
            Asked 2020-Jul-17 at 02:59

            Hi i'm currently attending JavaScript Algorithms and Data Structures Course on freeCodeCamp i was asked in a challenge to retrun from an array A the element that appears on a Array B i have literally done most of the part but i'm still stuck need a little bit of help

            here's my code

            ...

            ANSWER

            Answered 2020-Jul-17 at 02:59

            i found out the solution to my problem folks

            Source https://stackoverflow.com/questions/62937088

            QUESTION

            Wherefore art thou (Javascript Algorithm Challenge)
            Asked 2020-Apr-29 at 21:10

            Question

            Make a function that looks through an array of objects (first argument) and returns an array of all objects that have matching name and value pairs (second argument). Each name and value pair of the source object has to be present in the object from the collection if it is to be included in the returned array.

            For example, if the first argument is [{ first: "Romeo", last: "Montague" }, { first: "Mercutio", last: null }, { first: "Tybalt", last: "Capulet" }], and the second argument is { last: "Capulet" }, then you must return the third object from the array (the first argument), because it contains the name and its value, that was passed on as the second argument.

            My Attempt

            ...

            ANSWER

            Answered 2020-Apr-29 at 21:10

            A few issues:

            • (source[item])> 0 is a boolean expression, so you are actually doing .indexOf(true) or .indexOf(false), neither of which makes sense.
            • indexOf can find a given object in the array, but it cannot be used to find array elements which meet some condition, which is really what you want. You should use another method.
            • As it seems the second argument can have several properties that must match, you need somewhere a loop that iterates over those properties. There is no such loop in your code.

            You could do it like this:

            Source https://stackoverflow.com/questions/61502394

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

            Vulnerabilities

            No vulnerabilities reported

            Install tybalt

            You can download it from GitHub.

            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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