# Deep-Learning

## Index

- [Basic Architecture](./Chapters/1-Basic-Architecture/INDEX.md)
- [Learning Representations](./Chapters/2-Learning-Representations/INDEX.md)
- [Activation Functions](./Chapters/3-Activation-Functions/INDEX.md)
- [Loss Functions](./Chapters/4-Loss-Functions/INDEX.md)
- [Optimization](./Chapters/5-Optimization/INDEX.md)
- [Normalization Layers](./Chapters/6-Normalization-Layers/INDEX.md)
- [Convolutional Networks](./Chapters/7-Convolutional-Networks/INDEX.md)
- [Recurrent Networks](./Chapters/8-Recurrent-Networks/INDEX.md)
- [Improve Generalization](./Chapters/9-Improve-Generalization/INDEX.md)
- [Autoencoders](./Chapters/10-Autoencoders/INDEX.md)
- [GANs](./Chapters/11-GANs/INDEX.md)
- [Transformers](./Chapters/12-Transformers/INDEX.md)
- [Diffusion](./Chapters/13-Diffusion/INDEX.md)
- [GNN GCN](./Chapters/14-GNN-GCN/INDEX.md)
- [Appendix-A](./Chapters/15-Appendix-A/INDEX.md)