ashlinharris / mldemo Goto Github PK
View Code? Open in Web Editor NEWMachine Learning with Synthetic Health Records
Machine Learning with Synthetic Health Records
Most libraries should be included as a part of PreprocessMD.jl.
Certain functions still have hard-coded values by mistake. Many other functions can be generalized in an obvious way.
What's the easiest way to convert an OMOP format file to a Julia DataFrame?
The pipeline should handle zeroes and missing entries gracefully. Ideally, helpful warnings should be displayed. At the very least, the pipeline should not crash on these edge cases.
Currently, config.ini
contains the directory names from my own machine, with Windows directory syntax. Is there a simple way to upload a dummy config file to the repository while keeping my own local config file in its place?
Condition codes should be used in analysis, rather than descriptions. Conditions might correspond with multiple codes, so this should be addressed.
Systems that store medical data are often not connected to the internet. Can package dependencies be reduced or eliminated? Can the pipeline be embedded in a container?
Currently, allergies are used as ML features, primarily due to ease of use. Conditions could be used instead.
Ideally, the meaning of any figure should be obvious to an unfamiliar audience. Figures should be appropriately labelled, perhaps with generated captions.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.