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An interactive data visualization tells you how a shallow DNN distinguishes between Chinese handwritten Fire and Water in different sizes

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Xinshuai-Lyu/Handwritten-Chinese-Machine-Leaning-Explanability

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Test
Test
 
 
Train
Train
 
 
xinshuai_models/linearmodel
xinshuai_models/linearmodel
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
accuracy_in_different_input_size
accuracy_in_different_input_size
 
 
explainability_of_machine_learning.ipynb
explainability_of_machine_learning.ipynb
 
 
explainability_of_machine_learning.py
explainability_of_machine_learning.py
 
 
explainability_of_machine_learning_.py
explainability_of_machine_learning_.py
 
 
outline.png
outline.png
 
 
requirements.txt
requirements.txt
 
 
shallow_dnn_training.ipynb
shallow_dnn_training.ipynb
 
 

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How to open this interactive data visulization

  1. open terminal
  2. cd /path/to/project_root
  3. install the packages in the requirements.txt
  4. type ipython explainability_of_machine_learning.py

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An interactive data visualization tells you how a shallow DNN distinguishes between Chinese handwritten Fire and Water in different sizes

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