decoy | jQuery plugin to make decoys for your elements | Plugin library

I'm new on this, but I'd like to plot a ROC curve for a small dataset of active compounds versus decoys. I based myself on this link: ROC curve for binary classification in python In this case, this small dataset is a result of a virtual screening that ranked and scored the compounds with known activity or inactivity from experimental data (IC50).

I'm not sure if the plot and the AUC are correct. I noticed that even if there was only one-value difference between the test (true) predicted values, the AUC was only 0.5. For the true and predicted values in the code I inserted below, it was around 0.49 only. Perhaps the model was not properly identifying the compounds. However, I noticed that for the first ten compounds in the rank, it identified correctly, besides some in other positions. Maybe it better identified active compounds than negative ones, or maybe it was because there were more active compounds to be considered. Also, would it be better to use another classification system for the tested and predicted values, other than a binary classification? For example, ranking the IC50 values from best to worst and comparing with the virtual screening rank, creating a score for the true and predicted results, considering the similarity between the ranks of each compound (for IC50 and virtual screening)?

I also thought in doing a precision-recall curve, considering the data imbalance between the quantity of active compounds and decoys.

I'm trying to use a list of values to alter a bunch of class values that I added to another (temporary) list.

How to return True if a directory is found from a list?

Sorry for the stupid question, I just can’t figure out how to do this for about 2 hours

I have large data files and thus am using numpy histogram (same as used in matplotlib) to manually generate histograms and update them. However, at plotting, I feel that the graph is shifted.

This is the code I use to manually create and update histograms in batches. Note that all histograms share the same bins.

As best I'm aware, there are two ways to change the hash at the end of the URL. window.location.hash and history.pushState. However, history.pushState does not trigger the CSS :target pseudo-class so that's out.

An answer to "Modifying document.location.hash without page scrolling" demonstrates a method to modify location.hash without scrolling, but this workaround fails to trigger the :target pseudo-class on the element with a matching ID.

Below is a simple example. Two links work as expected: :target is triggered and the tabs display, but they'll also scroll into view if necessary. Two links don't work: :target isn't triggered, but scrolling is prevented.

I am trying to produce a ggplot which shows the period of time that birds spent flying over a site on each day in response to one of four treatments, grouped by Block. There are 6 blocks. Each treatment was administered on a different day over a two-hour time period.

The first issue is that when using facet_grid, all data points for each Block are grouped on the first date of each Block, rather than being spread across the four days within the Block.

Secondly, despite reading various tutorials, I have been unable to work out how to deal with the time duration (variable = Total.Time) i.e. the minutes and seconds the birds were present. I'd like to use the Total.Time_mins variable to show the total time (minutes and seconds) spent prospecting over the site. The scale is clearly off as the difference between 15 minutes and 2 seconds should be notably larger. The time data in the spreadsheet was entered as HH:MM:SS.

I have attached a copy of the graph, which shows the respective issues:

A sample of the data is provided below in created variables labelled Date, Total.Time_mins and Treatment

I am stuck on this Azure PowerShell error when calling New-AzResource:

new-azresource : InvalidRequestContent : The request content was invalid and could not be deserialized: 'Could not find member 'dependsOn' on object of type 'ResourceProxyDefinition'. Path 'dependsOn'.'.

The object I pass into the -property argument of New-AzResource is indeed an object with a dependsOn property. So the message is a decoy. And, of course, it works just fine in the CLI.

Interestingly, you cannot even find that message, or the substring ResourceProxyDefinition in any of the code for the Az PS module (https://github.com/Azure/azure-powershell). I have researched this to the extent I can think of, like looking at the underlyzing Azure API and source code. Try a Google search for ResourceProxyDefinition (no spaces) and you will mostly land on a GitHub issue I hijacked.

For the property object, I start from a json template (given below, partially). That JSON works directly in the CLI. However, for the azure powershell module, I use ConvertFrom-Json on the file contents and pass the resulting object as the argument.

I am trying to clean a list of pdfs of links. I want to include this in my cleaning function and therefore use regexes. And yes, I spend more time than I like to admit googling and browsing though questions here. My pdfs are split into lines, so it is not one consecutive string. I have a piece of code that gives me only one link as result (even though there should be many). All other options I tried included a lot of text I want to keep in my dataset.

I have tried multiple options outside my function but they will not run on texts, only on examples.

I want to catch everything from the www to the first white space after all the things that come after the .org or .html or whatever (e.g. /questions/ask/somethingelse

I tried simulating some things

I'm working on the simple strategy pattern implementation. I came to Python from Java world so I divided all classes to separate files as this seems ok for me. But I have troubles with packages and imports, please see the below code for details.

So I have a duck and 2 incapsulated behaviors: fly and quack.

Overall structure is: