ABELE | Adversarial Black box Explainer generating Latent Exemplars | Machine Learning library
kandi X-RAY | ABELE Summary
kandi X-RAY | ABELE Summary
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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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of ABELE
ABELE Key Features
ABELE Examples and Code Snippets
Community Discussions
Trending Discussions on ABELE
QUESTION
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 20:03To 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:
QUESTION
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 10:56It 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:
QUESTION
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 12:59My problem was, that instead of querying the page wrapper, I was querying all contents in the "section" content types.
The correct code is:
QUESTION
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 20:52You're looking for:
QUESTION
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 14:48Here 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
QUESTION
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:
- Finding URL for certain word. If can't find, than nothing happens
- Use this URL for initialising AVPlayerItem and preparing AVPlayer. Than just waiting, when user press.
- 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 16:56I 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.
QUESTION
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 09:35You 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):
QUESTION
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 18:45collect
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
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