ABELE | Adversarial Black box Explainer generating Latent Exemplars | Machine Learning library

 by   riccotti JavaScript Version: Current License: No License

kandi X-RAY | ABELE Summary

kandi X-RAY | ABELE Summary

ABELE is a JavaScript library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. ABELE has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

Adversarial Black box Explainer generating Latent Exemplars. ABELE is a local, model-agnostic explanation method able to overcome the existing limitations of the local approaches by exploiting the latent feature space, learned through an adversarial autoencoder, for the neighborhood generation process. Given an image classified by a given black box model, ABELE provides an explanation for the reasons of the proposed classification. The explanation consists of two parts: (i) a set of exemplars and counter-exemplars images illustrating, respectively, instances classified with the same label and with a different label than the instance to explain, which may be visually analyzed to understand the reasons for the classification, and (ii) a saliency map highlighting the areas of the image to explain that contribute to its classification, and areas of the image that push it towards another label.
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            kandi-support Support

              ABELE has a low active ecosystem.
              It has 5 star(s) with 5 fork(s). There are no watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              ABELE has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of ABELE is current.

            kandi-Quality Quality

              ABELE has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              ABELE does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              ABELE releases are not available. You will need to build from source code and install.

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            ABELE Key Features

            No Key Features are available at this moment for ABELE.

            ABELE Examples and Code Snippets

            No Code Snippets are available at this moment for ABELE.

            Community Discussions

            QUESTION

            How to compare two dataframes with multiple data types
            Asked 2021-Mar-31 at 20:03

            I am trying to compare two dataframes and print the difference. When I try to compare I get a "ValueError: Can only compare identically-labeled Series objects"

            Here are samples of the dataframes I am comparing.

            ...

            ANSWER

            Answered 2021-Mar-31 at 20:03

            To be generic that the 2 dataframes can be of different sizes, you can compare values in dataframe a column Name with the list of all Name fields in dataframe b. Repeat for the other side.

            Build mask of a.Name not in b.Name.to_list() then use .loc[] to select. Similarly for the other way round:

            Source https://stackoverflow.com/questions/66894190

            QUESTION

            Compare objects in array, merge duplicates with same property value, add property values to the merged object
            Asked 2020-Sep-25 at 10:56

            I have an array of objects and I want to merge objects if they have the same property in object key email. The overlapping properties need to be added to merged object. With new object keys it would be best. This seems to be kind of complicated.

            ...

            ANSWER

            Answered 2020-Sep-25 at 10:56

            It would be possible, but more difficult than it is worth, to have SearchResultOne, SearchResultTwo, SearchResultThree, etc., so it makes more sense to put it into an array:

            Source https://stackoverflow.com/questions/64062544

            QUESTION

            GraphQL query to order references according to the order in the contentful web app
            Asked 2020-Aug-10 at 12:59

            Im experimenting with Contentful and Gatsby. The goal is to create a website, where the editors can build together landing pages from sections. I have a content type which represents a page wrapper. This content type has the field "Sections" which type is References(many). With this field I can link multiple content types. This linked content types appear one below the other. The editor can reorder them with drag and drop. See Screenshot:

            This order however is not visible when I render these content types. By default, the order is based on the creation date of the linked content. There are some sorting options in the graphql playground, but none of them reflects my actual drag n drop order in the page wrapper. Here is my graphql query, and the code to map and render the sections

            ...

            ANSWER

            Answered 2020-Aug-10 at 12:59

            My problem was, that instead of querying the page wrapper, I was querying all contents in the "section" content types.

            The correct code is:

            Source https://stackoverflow.com/questions/63339619

            QUESTION

            Plotly: How to prevent the outermost ring of a sunburst figure from being a lighter shade?
            Asked 2020-Apr-30 at 21:50

            Whenever I make a Plotly sunburst chart (I'm using Python) the outermost 'circle' or ring is is much lighter than the rest of the sunburst rings. How can I have the shade of this ring be the same as the rest of the chart?

            As you can see, the segment labeled Bb5 is lighter than the rest.

            I am using standard Plotly sunburst code. Simple example (will be lighter shade anyway):

            ...

            ANSWER

            Answered 2020-Apr-30 at 20:52

            QUESTION

            React-Admin - How to create a Datagrid without a List in React-Admin
            Asked 2020-Apr-07 at 14:48

            How to create a Datagrid without a List in React-Admin?

            In React-admin to be abele to use Datagrid to show the values you need to nest it insid a List like that:

            ...

            ANSWER

            Answered 2020-Apr-07 at 14:48

            Here how I solved that problem using React-Admin 2.9

            First I used The import { Query } from 'react-admin'; to fetch the data from the endpoint data/product and after that It converted the IDs to the key of it's own data.

            To the commponent CustomDatagrid was passed two arrays the will be used to show the values. The first is a array of IDs and the second array is the array that contains the data and uses IDs as its key to be able to access the values.

            ProductShow.js

            Source https://stackoverflow.com/questions/60973867

            QUESTION

            How to reload data for AVPlayer, if URL failed swift
            Asked 2018-Nov-23 at 16:56

            I have json file with a few URLs (with .mp3) for words. Some of URLs are invalid (or valid, but return error, so i don't get data anyway).

            This URL i use to play pronunciation for word. So, I go throw 3 steps:

            1. Finding URL for certain word. If can't find, than nothing happens
            2. Use this URL for initialising AVPlayerItem and preparing AVPlayer. Than just waiting, when user press.
            3. Play sound, when user press onto word

            So, first of all, i'm preparing my AVPlayer, to avoid delay in playing.

            I'm a little bit confused with multithreading, and i don't understand where should i check if I'm able to play this sound, or not and i should use next URL.

            Code:

            ...

            ANSWER

            Answered 2018-Nov-23 at 16:56

            I would use the AVPlayerItem.Status property to see when it failed. In your current code you are checking the status immediately after creating the item which will always yield the same result as when you init AVPlayerItem the status is by default unknown.

            The AVPlayerItem gets enqueued once you associate with the player. To be able to track the status changes you want to setup an observer.

            The documentation https://developer.apple.com/documentation/avfoundation/avplayeritem still suggests the "old-style" using addObserver but based on your preference I would opt for the newer block-style.

            Source https://stackoverflow.com/questions/53361561

            QUESTION

            How to implement an efficient algorithm to search for a word in JSON?
            Asked 2018-Jul-02 at 09:35

            I am trying to implement a word game, where a user types a letter on a board to form a meaningful word and submitt it, if the typed word is present in a JSON file, the user gets a point. So I have implemented the basics of the game, but unfortunately I have found that my linear algorithm is inefficient to traverse about 400k words in the JSON file. So my question is what kind of algorithm I can write to make it efficient? My interface looks like this. Letters appear randomly on the board.

            A tiny part of my JSON file look like this

            ...

            ANSWER

            Answered 2018-Jul-02 at 09:35

            You can sort the array in your database/json file alphabetically and then use a binary search algorithm to search for words efficiently.

            An implementation of a binary search algorithm is defined below (source):

            Source https://stackoverflow.com/questions/51132152

            QUESTION

            Subscribe after collect doesn't work
            Asked 2018-Jan-27 at 18:45

            I'm experimenting with RxJava. I need an Observable, which produces a HashSet. Into Observable I want to be abele to put Pair in the way that false boolean value removes the String key from the resulting HashSet. Here's a code snippet of what I have:

            ...

            ANSWER

            Answered 2018-Jan-27 at 18:45

            collect waits for onComplete event from the stream above before emitting a value. In your case, ReplaySubject never ends and thus no value is emitted.

            Without knowing the context of selectionSubject I can't provide a solution to your problem, like, does it have to remain open? If there are limited onNext calls, you can use .take(X). If it has to remain open, you shouldn't depend on collect but add the item inside on HashSet in something like .doOnNext

            Source https://stackoverflow.com/questions/48479192

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

            Vulnerabilities

            No vulnerabilities reported

            Install ABELE

            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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          • HTTPS

            https://github.com/riccotti/ABELE.git

          • CLI

            gh repo clone riccotti/ABELE

          • sshUrl

            git@github.com:riccotti/ABELE.git

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