decoy | A Laravel model-based CMS | Content Management System library
kandi X-RAY | decoy Summary
kandi X-RAY | decoy Summary
Since 2012 and Laravel 3, Bukwild has been maintaining our own content management system that we call Decoy. Decoy is meant to reduce the development effort for implementing content management while being highly flexible. And it helps you generate a great looking, easy to use admin interface; no manual required. The driving philosophy behind Decoy is that a CMS should share models with your public facing app; your app interacts with data stored with Decoy only through standard Laravel models. This approach makes reading controller code simple (Article::ordered()->take(6)->get()), gives you access to Laravel mutators so you views are human readable ($article->full_date), and allows you to share business logic between admin and public sites. There is no additional templating or querying language to learn. After the CMS is setup, the developer interacts with the data using purely Laravel APIs.
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QUESTION
I am trying to automate processes from a from. Basically somebody solicits documentatio for a specific client (school). I need the copy of a file created in an existing folder for that shcool. Thing is, when we fill out the solicitation form, we ask for the drive folder url, and I can't seem to get the id from that url, nor access the folder from the url either:
...ANSWER
Answered 2021-Apr-19 at 11:45Do your folder URLs look like this?
https://drive.google.com/drive/folders/0BzBleEfbQeCuUWs3UFwySTJ7LTf
If they do, try this:
const folder = DriveApp.getFolderById(folderUrl.replace(/^.+\//, ''));
QUESTION
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.
...ANSWER
Answered 2021-Mar-19 at 17:24The code required to plot the ROC curve is very similar but simpler than yours. There is no need to store fpr and tpr as dictionaries, they are arrays. I think the problem is your predictions are absolute True/False, and not a probability that can be used to generate the threshold values using the roc_curve function. I changed the pred values to a probability (> 0.5 is True, < 0.5 is False) and the curve now looks closer to what you probably expect. Also, only 66% of the predictions are correct, and that makes the curve be relatively close to the 'no-discrimination' line (random event with 50% probability).
QUESTION
I'm trying to use a list of values to alter a bunch of class values that I added to another (temporary) list.
...ANSWER
Answered 2020-Oct-09 at 04:16When you do x = saved_vars[i], you're rebinding the variable x, not modifying the game object where it's previous value came from. If you want to modify just a few attributes on game, it's a whole lot easier to just do so directly:
QUESTION
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
...ANSWER
Answered 2020-Jun-28 at 12:26If you want to keep your check in a function, you could pass the Path as a Parameter:
QUESTION
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.
...ANSWER
Answered 2020-May-26 at 08:46It seems you're using plt.hist with the idea to put one value into each bin, so simulating a bar plot. As the x-values fall exactly on the bin bounds, due to rounding they might end up in the neighbor bin. That could be mitigated by moving the x-values half a bin width. The simplest is drawing the bars directly.
The following code creates a bar plot with the given data, with each bar at the center of the region it represents. As a check, the bars are measured again at the end and their height displayed.
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Install decoy
PHP requires the Visual C runtime (CRT). The Microsoft Visual C++ Redistributable for Visual Studio 2019 is suitable for all these PHP versions, see visualstudio.microsoft.com. You MUST download the x86 CRT for PHP x86 builds and the x64 CRT for PHP x64 builds. The CRT installer supports the /quiet and /norestart command-line switches, so you can also script it.
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