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.gitignore

.gitignore

 
 

2_layer_ReLU_net_jupyter.py

2_layer_ReLU_net_jupyter.py

 
 

3_layer_ReLU_net_jupyter.py

3_layer_ReLU_net_jupyter.py

 
 

README.md

README.md

 
 

demonstrate_convergence.py

demonstrate_convergence.py

 
 

l1_simulate.py

l1_simulate.py

 
 

l2_simulate.py

l2_simulate.py

 
 

plots.ipynb

plots.ipynb

 
 

run.sh

run.sh

 
 

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Code for the paper "Convergence Analysis of the Dynamics of a Special Kind of Two-Layered Neural Networks with $\ell_1$ and $\ell_2$ Regularization".

https://arxiv.org/abs/1711.07005

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