RIDDLE | ethnicity Imputation from Disease history | Machine Learning library
kandi X-RAY | RIDDLE Summary
kandi X-RAY | RIDDLE Summary
RIDDLE (Race and ethnicity Imputation from Disease history with Deep LEarning) is an open-source Python2 library for using deep learning to impute race and ethnicity information in anonymized electronic medical records (EMRs). RIDDLE provides the ability to (1) build models for estimating race and ethnicity from clinical features, and (2) interpret trained models to describe how specific features contribute to predictions. The RIDDLE library implements the methods introduced in "RIDDLE: Race and ethnicity Imputation from Disease history with Deep LEarning" (PLOS Computational Biology, 2018). Compared to alternative methods (e.g., scikit-learn/Python, glm/R), RIDDLE is designed to handle large and high-dimensional datasets in a performant fashion. RIDDLE trains models efficiently by running on a parallelized TensorFlow/Theano backend, and avoids memory overflow by preprocessing data in conjunction with batch-wise training.
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Top functions reviewed by kandi - BETA
- Run k - fold algorithm
- Run a feature import
- Save the OrderedDict
- Saves individual tables
- Generate summaries from contrib_sums
- Returns a list of feature names
- Compute the orderings for each feature
- Return the description of a list of feature features
- Random search
- Partition the k - fold partition
- Performs k - fold search
- Split data according to k_idx
- Run a kfold clustering
- Get path to parameter file
- Run k - fold partition algorithm
- Calculates the difference sums for a dataset
- Compute the difference sums for each class
- Generator for DeepLift contribs
- Calculate t - test t - test
- Calculates Monteferronibroni
- Predict the maximum probability of the model
- Computes and plots the ROC curve
- Load the ICD9 code from a file
- Load data from a file
- Perform a grid search
- Calculate the loss of a scikit - learn estimator
RIDDLE Key Features
RIDDLE Examples and Code Snippets
Community Discussions
Trending Discussions on RIDDLE
QUESTION
I want to sort each column in react. I can do it, but forcing the code, for example if I have this array and display it in a html table, I want when I click id it sort in ascending order, when I click name it sort in ascending order and when click again it sort descending order, i want the same with name and age. And at the same time i want an arrow that if that column is in ascendig is looking up otherwise is looking down.
...ANSWER
Answered 2021-Jun-13 at 18:52You may want to have sorting callbacks within a mapping object (by property name or by property type).
Also, do not forget to leverage useMemo()/ useCallback() hooks to boost sorting performance through memoizing the sorting output (which may be beneficial for large number of items):
QUESTION
I have done the Einstein's Riddle exercise with linear programming. I implemented this solutions in Gusek. How can i tell if there is more than one solution?
Einsten's riddle:
There are 5 houses in five different colors. In each house lives a person with a different nationality. These five owners drink a certain type of beverage, smoke a certain brand of cigar and keep a certain pet. No owners have the same pet, smoke the same brand of cigar or drink the same beverage.
Constaints:
the Brit lives in the red house
the Swede keeps dogs as pets
the Dane drinks tea
the green house is on the left of the white house
the green house's owner drinks coffee
the person who smokes Pall Mall rears birds
the owner of the yellow house smokes Dunhill
the man living in the center house drinks milk
the Norwegian lives in the first house
the man who smokes blends lives next to the one who keeps cats
the man who keeps horses lives next to the man who smokes Dunhill
the owner who smokes BlueMaster drinks beer
the German smokes Prince
the Norwegian lives next to the blue house
the man who smokes blend has a neighbor who drinks water
Can I tell which constraints are redundant?
Thank you for your help
...ANSWER
Answered 2021-Jun-04 at 08:53Your decisions/solution will be in the form of binary or integer varibles.
If they are binary, add in a new constraint like the one below: (Y are all the binaries which were 1 and `Y are binaries which were 0.)
sum(Y) + sum(i-Y) != |Y|+|Y|
Keep repeating this till you get an infeasible model. This can be extended to the integer case too.
As for redundancy, you have to manually try removing them and see if the solution changes. However, in terms of reduncancy, you might have cases where constraint A and B are redundant OR constraint C is redundant. You could have multiple sets of potential redundant constraints depending on which you eliminate.
QUESTION
I am trying to achieve a behavior on click. What I want is to have the button show “Click to close” when clicked, and then once you click again - revert back to its initial state (showing ‘Easy Riddles’).
Here is a snippet of my code:
...ANSWER
Answered 2021-May-25 at 17:16you need to update the state as below
QUESTION
I have files with the following naming-logic .JPEG (old cameras). e.i., DSC01415.JPEG.
My riddle has been that I would like to make something like:
...ANSWER
Answered 2021-May-25 at 01:11Would you please try the following:
QUESTION
I’m having issues running this code onClick - basically, the way it should function should be for each button to render the names set in the ‘useState’, and then changed to ‘Click on close’ when clicked. What am I doing wrong, any suggestion?
...ANSWER
Answered 2021-May-22 at 21:27you're calling setClose function with a String argument, so it's replacing ALL your object so after the first run you won't have close.easy or close.hard, close will be just simple a string
QUESTION
I'm new to Azure Functions, so it might be something obvious.
Here's what it is:
I have a Powershell Azure Functions HTTP Trigger Function with Pode, which has a GET and a POST route. Now when I send a POST request via Postman, Invoke-WebRequest or any other tool except Azure Test Tool, I end up in the GET route.
My debugging revealed that $TriggerMetadata contains '"Method": "GET"' in these cases. '"Method": "POST"' only when the request comes from Azure Test Tool itself.
I am faced with a riddle. I hope someone can help me.
My Code:
...ANSWER
Answered 2021-May-18 at 14:24I am very sorry, especially since this is very unsatisfactory, but the problem no longer exists.
I strongly suspect that it was a bug in Azure, since I did not change anything and everything is working again.
Time to check the Azure Functions SLA I guesse.
QUESTION
i just learned how to create a to-do list in java script and as a personal project i wanted to use the information i learned in to-do app making by creating a tell your secret website which like the
...ANSWER
Answered 2021-Apr-29 at 12:21With the simple addition of this code:
QUESTION
I'm trying to solve this simple riddle at codingames and I thought i will exercise in OOP However, it seems I've forgotten how CPP works in this field and I got an error I do not comprehend.
...ANSWER
Answered 2021-Apr-25 at 21:45You are sufferring from object slicing, both in your return type from from_str and in your vector .
Like it or not, you are going to have to use pointers, but if you use smart pointers then the pain will go away. So, first change your from_str function like so:
QUESTION
I have to work with an API that returns all objects wrapped in a unnamed root object. Something like this:
...ANSWER
Answered 2021-Apr-25 at 17:57You can do something like this:
QUESTION
I have this column named display.
Display <5.78 <0.03/I was trying to convert it into German format like it will show:
Display 5,78 0,03Below is the query :
...ANSWER
Answered 2021-Apr-25 at 10:39See if this helps. Basically, it
- replaces all that's not a digit or a dot with an empty string (that's regexp)
- replaces dots with commas
So:
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No vulnerabilities reported
Install RIDDLE
You can use RIDDLE 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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