Commit
·
54a3d60
1
Parent(s):
3bffe10
Update README.md
Browse files
README.md
CHANGED
|
@@ -14,14 +14,17 @@ widget:
|
|
| 14 |
|
| 15 |
## Keras Implementation of Bidirectional LSTMs for Sentiment Analysis on IMDB 🍿🎥
|
| 16 |
|
| 17 |
-
### Training hyperparameters
|
| 18 |
|
| 19 |
|
|
|
|
|
|
|
| 20 |
- Epochs: 10
|
|
|
|
|
|
|
| 21 |
- train_loss: 0.2085
|
| 22 |
- train_acc: 0.9194
|
| 23 |
- val_loss: 0.3019
|
| 24 |
-
-val_acc: 0.8778
|
| 25 |
|
| 26 |
|
| 27 |
This repo contains the model and the notebook [on Bidirectional LSTMs for Sentiment Analysis on IMDB](https://keras.io/examples/nlp/bidirectional_lstm_imdb/).
|
|
|
|
| 14 |
|
| 15 |
## Keras Implementation of Bidirectional LSTMs for Sentiment Analysis on IMDB 🍿🎥
|
| 16 |
|
|
|
|
| 17 |
|
| 18 |
|
| 19 |
+
### TRaining hyperparameters:
|
| 20 |
+
|
| 21 |
- Epochs: 10
|
| 22 |
+
|
| 23 |
+
### Training results after 10 epoch:
|
| 24 |
- train_loss: 0.2085
|
| 25 |
- train_acc: 0.9194
|
| 26 |
- val_loss: 0.3019
|
| 27 |
+
- val_acc: 0.8778
|
| 28 |
|
| 29 |
|
| 30 |
This repo contains the model and the notebook [on Bidirectional LSTMs for Sentiment Analysis on IMDB](https://keras.io/examples/nlp/bidirectional_lstm_imdb/).
|