songweige / scdgn Goto Github PK
View Code? Open in Web Editor NEWSupervised Adversarial Alignment of Single-Cell RNA-seq Data
Supervised Adversarial Alignment of Single-Cell RNA-seq Data
Classification Loss and Domain Loss are being checked in the process of training the model. (I applied it to other datasets.)
Classification Loss is gradually decreased when reading the paper and looking at the code.
I think that Domain Loss should be increased gradually due to the Gradient Reverse Layer (GRL).
However, Domain Loss shows a form that increases to some extent and then continues to decrease.
I have two thoughts, so I left a question.
By any chance, I wonder what kind of trend Domain Loss showed when you were learning.
Also, In case 2, how can I check if information according to the domain is lost?
Thank You!
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.