matthewalmeida / pacs_sampling_experiments Goto Github PK
View Code? Open in Web Editor NEWRepository for running sampling experiments on PACS.
License: MIT License
Repository for running sampling experiments on PACS.
License: MIT License
I'm seeing some models (esp. those with relatively high learning rate) have a "best" model from too early in training; these seem to overfit the validation set to some degree. Given the problem domain, there is little advantage to fitting the validation set hard.
Add dropout with flag before the top linear projection layer to pull back on the training fit a little bit. We want to try longer, slower training with higher regularization to see if we can get some more stable results against the validation set.
These seem to coincide in all cases, but there would be a potential issue if for some reason they didn't - better to use cumulative_sizes everywhere.
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.