| Name | Paper Link | Link to notebook |
|---|---|---|
| LeNet | Paper | Notebook |
| AlexNet | Paper | Notebook |
| VGG16 | Paper | Notebook |
| DenseNet121 | Paper | Notebook |
| ResNet18 | Paper | Notebook |
| ResNet34 | Paper | Notebook |
| ResNet50 | Paper | Notebook |
| ResNet101 | Paper | Notebook |
| ResNet152 | Paper | Notebook |
| NiN: Network in Network | Paper | Notebook |
| FRN: Filter Response Normalization | Paper | Notebook |
| MobileNetV1 | Paper | Notebook |
| MobileNetV2 | Paper | Notebook |
| ShuffleNet | Paper | Notebook |
| ViT: Transformer for Image Recognition | Paper | Notebook |
| MLPMixer | Paper | Notebook |
| NNLM: Neural Language Model | Paper | Notebook |
| Word2Vec | Paper | Notebook |
| FastText | Paper | Notebook |
| Seq2Seq | Paper | Notebook |
| Learning Phrase Representations using Seq2Seq | Paper | Notebook |
| TextRNN | Paper | Notebook |
| TextCNN | Paper | Notebook |
| TextBiLSTM | Paper | Notebook |
| BERT | Paper | Notebook |
| MLM: Masked Language Modeling(DistilBERT) | Paper | Notebook |
| OpenAI GPT | Paper | Notebook |
| OpenAI GPT2 | Paper | Notebook |
| Transformer XLM | Paper | Notebook |
| XLNet | Paper | Notebook |
| FNet | Paper | Notebook |
| Structured Self-Attentive Sentence Embedding | Paper | Notebook |
| TabTransformer | Paper | Notebook |
| BPR: Bayesian Personalized Ranking from Implicit Feedback | Paper | Notebook |
| Name | Notebook Link |
|---|---|
| Knowledge Distillation | Notebook Link |
| T5 Add-Sub | Notebook Link |
| T5 Unjumble | Notebook Link |
| T5 AutoComplete | Notebook Link |
| DistilBERT PT | Notebook Link |
| Image-Search(Dual Encoder) | Notebook Link |
| Metric Learning | Notebook Link |
| FluentQ | Notebook Link |
| Transformer-TimeSeries | Notebook Link |