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neuraldbvis

https://github.com/pcwhy/neuraldbvis

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
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    Scientific vocabulary similarity
    Low similarity (3.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: pcwhy
  • License: mit
  • Language: MATLAB
  • Default Branch: main
  • Size: 630 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created over 5 years ago · Last pushed over 4 years ago
Metadata Files
Readme License Citation

README.md

A Neural Networks' decision boundary visualization framework

We use Monte Carlo method to visualize the how a neural network allocates its decision space for different classes. The following figure is derived using the MNIST dataset.

Associate region of classes on MNIST dataset. Data are mapped into a 3D space using t-SNE. alt text

Owner

  • Login: pcwhy
  • Kind: user
  • Company: Embry-Riddle Aeronautical University

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Yongxin"
  given-names: "Liu"

title: "Visualization of neural network latent space using unit hypersphere"
version: 2.0.4
date-released: 2021-10-12
url: "https://github.com/pcwhy/NeuralDBVis"

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