zheng-yuwei/Weighted-Cost-Based-SAE zheng-yuwei/Weighted-Cost-Based-SAE

  • Stars
    star
    6
  • Rank 2,539,965 (Top 51 %)
  • Language
    MATLAB
  • Created over 8 years ago
  • Updated over 8 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
zheng-yuwei/Weighted-Cost-Based-SAE
github

zheng-yuwei

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

训练一个SAE：预训练AE阶段，对每个输入神经元与输出神经元间的欧式距离进行加权作为cost function；微调SAE阶段用BP。而加权权重的选择，用PSO进行优化。

More Repositories

1

license-plate-generator

中国车牌生成
Python
156
star
2

RankIQA.PyTorch

基于PyTorch实现的图像质量评估模型RankIQA
Python
136
star
3

multi-label-classification

基于tf.keras的多标签多分类模型
Python
83
star
4

PyTorch-Image-Classification

基于PyTorch框架实现的图像分类网络
Python
75
star
5

enhanced-UGATIT

增强版U-GAT-IT的Pytorch实现
Python
40
star
6

Stacked_Autoencoder

用 MATLAB 实现深度学习网络中的 stacked auto-encoder：使用AE variant（de-noising / sparse / contractive AE）进行预训练，用BP算法进行微调
MATLAB
39
star
7

YOLOv3-tensorflow

tf-keras-implemented YOLOv3
Python
5
star
8

keras-radam

tf-keras-implemented RAdam
Python
4
star
9

mtcnn-plate-detection

MTCNN实现车牌检测
Python
4
star
10

YOLOv2-tensorflow

tf-keras-implemented YOLOv2
Python
3
star
11

Auto-Encoder-Variants-Object-Oriented

用matlab实现AE的各种变种，并打包成类（BP，AE，SAE，GAE，weighted-cost-based SAE，enhanced learning SAE(还没完成）).
MATLAB
2
star
12

my-github-blog-comments

用于存放我github博客的评论
1
star