# DeepLearning21_note

**Repository Path**: FireMilk/deep-learning21_note

## Basic Information

- **Project Name**: DeepLearning21_note
- **Description**: 李宏毅 深度学习2021/2022 学习笔记
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 13
- **Created**: 2022-04-08
- **Last Updated**: 2022-04-08

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DeepLearning21_note

[01_Regression_P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/01_Regression_P1.md)

[02_Regression_P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/02_Regression_P2.md)

[03_GeneralGuidance_Overfitting](https://gitee.com/unclestrong/deep-learning21_note/blob/master/03_General%20Guidance.md)

[04_Local Minimum And Saddle Point](https://gitee.com/unclestrong/deep-learning21_note/blob/master/04_Local%20Minimum%20And%20Saddle%20Point.md)

[05_Batch and Momentum](https://gitee.com/unclestrong/deep-learning21_note/blob/master/05_Batch%20and%20Momentum.md)

[06_Adaptive Learning Rate](https://gitee.com/unclestrong/deep-learning21_note/blob/master/06_Adaptive%20Learning%20Rate.md)

[07_Batch Normalization](https://gitee.com/unclestrong/deep-learning21_note/blob/master/07_Batch%20Normalization.md)

[08_Classification](https://gitee.com/unclestrong/deep-learning21_note/blob/master/08_Classification.md)

[09_CNN](https://gitee.com/unclestrong/deep-learning21_note/blob/master/09_CNN.md)

[10_Self-Attention P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/10_Self-attention_P1.md)

[11_Self-Attention P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/11_Self-attention_P2.md)

[12_Transformer P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/12_Transformer_P1.md)

[13_Transformer P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/13_Transformer_P2.md)

[14_GAN P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/14_GAN_P1.md)

[15_GAN P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/15_GAN_P2.md)

[16_GAN P3](https://gitee.com/unclestrong/deep-learning21_note/blob/master/16_GAN_P3.md)

[17_GAN P4](https://gitee.com/unclestrong/deep-learning21_note/blob/master/17_GAN_P4.md)

[18_BERT_P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/18_BERT_P1.md)

[19_BERT_P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/19_BERT_P2.md)

[20_BERT_P3](https://gitee.com/unclestrong/deep-learning21_note/blob/master/20_BERT_P3.md)

[21_Auto-encoder_P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/21_Auto-encoder_P1.md)

[22_Auto-encoder_P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/22_Auto-encoder_P2.md)

[23_Adversarial Attack_P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/23_Adversarial%20Attack_P1.md)

[24_Adversarial Attack_P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/24_Adversarial%20Attack_P2.md)

[25_Explainable AI_P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/25_Explainable%20AI_P1.md)

[26_Explainable AI_P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/26_Explainable%20AI_P2.md)

[27_Domain Adaptation](https://gitee.com/unclestrong/deep-learning21_note/blob/master/27_Domain%20Adaptation.md)

[28_Reinforcement Learning_P1](https://gitee.com/unclestrong/deep-learning21_note/blob/master/28_Reinforcement%20Learning_P1.md)

[29_Reinforcement Learning_P2](https://gitee.com/unclestrong/deep-learning21_note/blob/master/29_Reinforcement%20Learning_P2.md)

[30_Reinforcement Learning_P3](https://gitee.com/unclestrong/deep-learning21_note/blob/master/30_Reinforcement%20Learning_P3.md)