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Add model network image
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auxten committed Nov 1, 2022
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16 changes: 13 additions & 3 deletions README.md
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Expand Up @@ -6,15 +6,25 @@ Deep Learning(Item2vec Embedding + MLP) based Feature-Engineering & Training & P

# Models implemented

- [x] [Simple 2 layer MLP](./model/mlp/mlp.go)
### [Simple 2 layer MLP](./model/mlp/mlp.go)

Progress:
- [x] [Simple 2 layer MLP test on MovieLens](./example/movielens/feature_test.go)
- [x] Dropout and L2 regularization
- [x] Batch Normalization
- [x] [YouTube DNN](./model/youtube/dnn.go)

### [YouTube DNN](./model/youtube/dnn.go)
![youtube-dnn](./art/youtube.png)

Progress:
- [x] [YouTube DNN test on MovieLens](./example/movielens/youtube_test.go)
- [x] Dropout and L2 regularization
- [ ] Batch Normalization
- [x] [Deep Interest Network](./model/din/din.go)

### [Deep Interest Network](./model/din/din.go)
![din](./art/din.png)

Progress:
- [x] [DIN test on MovieLens](./example/movielens/dinimpl_test.go)
- [x] [Euclidean Distance based attention](model/din/activation.go)
- [x] Dropout and L2 regularization
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