ML-notes

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Pages

Github仓库地址: https://github.com/scarleatt/ML-Notes

在线阅读地址：http://scarleatt.github.io/categories/ML-notes/

国内用户可访问更快速的连接：http://scarleatt.gitee.io/

目录

1_Gradient Descent

2_Classification

3_Logistic Regression

4_Backpropagation

5_Tips for Training DNN

6_CNN

7_RNN

8_Semi-supervised Learning

9_Word Embedding

10_Explainable Machine Learning)

11_Attack and Defense

12_Network Compression

13_Sequence to Sequence

14_PCA

15_T-distributed Stochastic Neighbor Embedding (t-SNE)

16_Deep Autoencoder

17_Generative Models

18_Anomaly Detection

19_Introduction of Generative Adversarial Network (GAN)

20_Conditional GAN (CGAN)

21_Unsupervised Conditional Generation

22_Theory behind GAN

23_fGAN