LookOut | Beyond Outlier Detection : LookOut for Pictorial Explanation | Machine Learning library
kandi X-RAY | LookOut Summary
kandi X-RAY | LookOut Summary
Beyond Outlier Detection: LookOut for Pictorial Explanation
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- Run graph between outliers
- Chooses the best available plots
- Return the number of plot ranks
- Calculates the score of a plot
- Calculate outliers based on features
- Set the data
- Predict the scale of the metrics
- Analyze the data
- Set log value
- Reads data from a csv file
- Print a failure message
- Print an OK message
- Print text
- Generates scatter plots
- Compute the score for each line
- Generate a pair of keys
- Plot a scatter plot
- Plots the best plot
- Calculates the maximum weight for each plot
- Constructs a graph from an output file
- Construct a graph from a list of bipartite info
- Insert an edge into the graph
- Construct the plot table
- Compute the histogram of two images
- Create a histogram plot
- Calculate the outliers for the given features
- Plot a band plot
LookOut Key Features
LookOut Examples and Code Snippets
Community Discussions
Trending Discussions on LookOut
QUESTION
I got below question in one of my company entrance exam. All testcases were passing except 4 testcase. Can someone try to lookout what can be the possible scenario, which might be failing. Question and solutions are given below:
Mean, Median and Mode
Given 'n' integers find their mean median and mode. You are requested to fill in a function that takes an input integer 'input1' (1<=input1<=1000) and an integer array input2[] containing 'input1' integers and returns output1 as the mean output2 as the median and output3 as the mode.
The mean and median must be correct to six decimal places.
Mean: Defined as the avearge of all numbers in array.
Median : Define as the middle element of array.
If n is even the median is the average of the two middle elements If n is odd, the median is the middle element of array.
Note : For finding the median,elements in the array have to be listed in numerical order from smallest to largest.
Mode: Defined as the number in the array with highest frequency. If many numbers have the same highest frequency then the mode is calculated by breaking the ties in favour of the smallest of the numbers.
Input specifications :
Input1 : Integer in the range of 1<=input1<=1000 denoting length of input array.
Input2 : Integer input array.
Output specifications :
Return output1(double) variable as the mean.
Return output2(double) variable as the median.
Return output3(int) variable as the mode.
Sample Test Case 1:
input1: 3
input2: {1,2,3}
Output : 2.000000,2.000000,1
Sample Test Case 2:
input1: 5
input2: {41, 18467, 6334, 26500, 19169 }
...Output : 14102.200000,18467.000000,41
ANSWER
Answered 2021-Mar-20 at 17:06The issue is in findMode. You don't handle the case where there are multiple numbers with the same highest frequency. The problem statement says:
If many numbers have the same highest frequency then the mode is calculated by breaking the ties in favour of the smallest of the numbers.
The simplest solution is to store the mode value only when it is lower than the previous mode value - initializing the mode value to the highest possible value.
QUESTION
Given a dataframe df as follows:
ANSWER
Answered 2021-Mar-04 at 09:22Idea is create mask for not 0 values and less like 5km, then use DataFrame.dot for matrix multiplication nas last use Series.str.split for new columns joined to original:
QUESTION
I am trying to make a function that returns if a user is a favorite or not.
I am using MongoDB aggregate on User model with lookout with favourites model ( in which all favourite user has saved ) with pipeline and $project
here is the MongoDB aggregate function query
...ANSWER
Answered 2021-Feb-20 at 06:00Just add below stage after $lookup stage:
QUESTION
I am automatically adding a coupon for specific products which works fine, however this prevents me from being able to remove the coupon and I can't add a different one. I get an AJAX response back saying the coupon was added or removed but it doesn't actually do anything.
If I comment this code out, the adding/removing of coupons works fine.
I am trying to remove the coupon via AJAX, is there anything to lookout for that might prevent this from functioning correctly? It looks like as soon as a coupon is added it removes it again.
Which I believe is due to the below code
...ANSWER
Answered 2021-Jan-21 at 15:04I ended up solving this issue by switching to a different action, I now trigger my automatic coupon logic using the following:
QUESTION
I am having this problem which I can not solve. So basically I have 2 components here Component A and Component G I have more of them but they are pretty much the same(concept is the same). I have a Link in Component G, A which when I click it, it brings me to the Payment Component. Tt now renders the (ImageA, ClassA and PriceA) its hard coded. Anyway what I am trying to achieve is that when I click for example on the Component G it renders only that (imageG, classG and priceG), so I would need it to filter it somehow or split the data somehow in the json file I imagine, but I dont know how to do it. I hope one of you fellow comrades will help me.
...ANSWER
Answered 2021-Jan-05 at 17:30I'm updating the answer based on the comments
First thing, I would make sure my JSON properties are consistent across objects:
QUESTION
I am working on a screen scraper to pull football statistics down from www.pro-football-reference.com. I'm currently scraping from the main player's stat page and then diving into their individual page with their statistics by year.
I was able to implement this process successfully with my first set of players (quarterbacks, using the Passing Table). However, when I attempted to re-create the process to get running back data, I am reciving an additional column in my data frame with the values "Unnamed: x_level_0". This is my first experience with HTML data so I'm not sure what piece I missed, I just assumed it would be the same code as the quarterbacks.
Below is the QB Code sample and the correct dataframe:
...ANSWER
Answered 2020-Sep-15 at 20:48You can try this code to parse the table passing for each player (Now I get the players from https://www.pro-football-reference.com/years/2020/passing.htm but you can pass any player URL to it:
QUESTION
I am coming to a problem where I am trying to implement an alert view to show when the image is wrong or something and when the submit button is pressed to show an alert view. As you see in my code below that I am trying to implement an alert view inside my if condition? is it possible thanks for the help.
here is my code:
...ANSWER
Answered 2020-Sep-07 at 22:50You need to only set @State variables in your function and display the alert in the body of the view:
QUESTION
I have a bit of an issue getting some of my form inputs to align well because they are read-only and hence do not take the same dimensions as the actual visible inputs. I've supplied two images to help you see:
...ANSWER
Answered 2020-Aug-01 at 17:28this should get you started. Use Flex!
QUESTION
I have a REST API to callout from Salesforce.
The authorization of the API is through access token.
I am able to get the access token through POST request in Salesforce. Also tested from Postman through that token and able to get a successful response.
I am using the below code to callout the API using the access token:
...ANSWER
Answered 2020-Jul-18 at 05:34In the Postman, I was not putting anything in the body, and getting a successful response.
To get the same behaviour, I was using empty string in Apex, like this:
QUESTION
It is supposed to be
...ANSWER
Answered 2020-Jul-14 at 12:50Your parameter is wrong. Replace categoryID with categoryId .
https://api.foursquare.com/v2/venues/search?ll=40.7484,-73.9857&categoryID=4d4b7105d754a06374d81259&radius=100&limit=5&client_id=X&client_secret=X&v=20200101 ->
https://api.foursquare.com/v2/venues/search?ll=40.7484,-73.9857&categoryId=4d4b7105d754a06374d81259&radius=100&limit=5&client_id=X&client_secret=X&v=20200101
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install LookOut
You can use LookOut 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.
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