jdc08161063
jdc08161063
/ capsule_networks.py
Created
November 12, 2017 00:50
— forked from kendricktan/capsule_networks.py
Clean Code for Capsule Networks
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| """ | |
| Dynamic Routing Between Capsules | |
| https://arxiv.org/abs/1710.09829 | |
| """ | |
| import torch | |
| import torch.nn as nn | |
| import torch.optim as optim | |
| import torch.nn.functional as F | |
| import torchvision.transforms as transforms |
jdc08161063
/ notebook.ipynb
Created
July 18, 2017 01:44
— forked from eamartin/notebook.ipynb
Understanding & Visualizing Self-Normalizing Neural Networks
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jdc08161063
/ projection_simplex.py
Created
June 13, 2017 06:34
— forked from mblondel/projection_simplex.py
Projection onto the simplex
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| """ | |
| Implements three algorithms for projecting a vector onto the simplex: sort, pivot and bisection. | |
| For details and references, see the following paper: | |
| Large-scale Multiclass Support Vector Machine Training via Euclidean Projection onto the Simplex | |
| Mathieu Blondel, Akinori Fujino, and Naonori Ueda. | |
| ICPR 2014. | |
| http://www.mblondel.org/publications/mblondel-icpr2014.pdf |