Comments (1)
As we explore the use of t-SNE for visualization of higher-dimensional latent layers, let's consider how this is going to help us interpret the functionality of the model. Is there a way to use t-SNE or another method to determine the semantic meaning of each dimension in the latent layer and/or the cluster in the t-SNE visualization?
from coupled-vae.
Related Issues (17)
- Ensure Daniel's display changes and John's generalized mean function give the same outputs
- Check latest version for consistency of output with original HOT 1
- coupledvae version release roadmap HOT 1
- Review common VAE metrics and compare/contrast with ours HOT 2
- Reproduce results from Kingma's original VAE paper using vae_v4 HOT 1
- Review and/or fix changes to the VAE architecture for v4.1 HOT 2
- Review and add metrics/latent space features for v4.1 HOT 6
- Integrate latest VAE with the nsc to form coupledvae_v4.ipynb HOT 1
- Compare -ELBO score between beta-VAE and Sigma of the prior HOT 1
- Develop Coupled ELBO Probability Graphic HOT 8
- Look at why cifar10_corrupted does not contain any training set HOT 1
- Include random seed as a hyperparameter of the VAE model HOT 2
- Add sigma_prior to expression for Coupled Divergence of Gaussians HOT 1
- Calculate_generalizedmean with coupled_loss as the riskBias
- Dependency conflicts when installing coupledvae
- n_epoch_display is a bogus parameter HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from coupled-vae.