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Annvis - ANN VISualizer

WORK IN PROGRESS

A visualizer for ANNs, lets you visualize the impact of weights change on the output of a simple ANN.

In order to visualize ANN in a 2D plane, the input layer and output layer are constrained to contain only a single neuron respectively.

Dependencies

Roadmap

  • ANN part
    • Structure
    • Utilities for inspection
    • ANN forwarding
    • ANN backprop (partial)
      • equation 1
      • equation 2
  • Graphics part
    • Graph sampling
    • Graph rendering
    • User interface

Current Problems

  • How to deal with overflow & underflow?

Build

git clone https://github.com/cygishere/annvis.git
cd annvis/bin
make

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Annvis - ANN VISualizer

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