IBM - Neural Network Modeler
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Nom | IBM - Neural Network Modeler |
|---|---|
| Version of the software | 1.1 |
| Underlaying Framework | Theano Tensorflow/Keras Caffe (v1) |
| Development Activity | Unkown |
| GPUs | Depends on the target Framework |
| DL MODEL EDITOR | |
| Graphical editor provided | Oui |
| DL models supported | |
| - CNN | Oui |
| - LSTM | Oui |
| - MLP / Auto-encoders | Oui |
| - RNN | Oui |
| Pretained Networks | Non |
| Use Keras API | Non |
| Save Keras HDFS file (.h5) | Non |
| Save Keras model .yaml file | Non |
| Save Keras model file | Non |
| Load Keras model .yaml file | Non |
| Load Keras HDFS file (.h5) | Non |
| Code generation | Oui |
| - Theano | Oui |
| - Tensorflow/Keras | Oui |
| - Caffe (v1) | Oui |
| Custom cost function | Non |
| Load Keras Models + Weights | Non |
| Load Caffe Models + Weights | Oui |
| Load Keras Code | |
| Model checker | Oui |
| Datasets Management | Non |
| Experiments Mangement | Non |
| - Exp comparison | |
| - Prev. Exp loader | N/A |
| TRAINING | |
| DL model training | Non |
| Tune learning parameter | |
| Live performance monitoring | |
| INFERENCE | |
| Inference available | Non |
| Results browser | |
| View Valid/test set inference | |
| Confusion matrix | |
| Visualize intermediate layer activation | |
| User test int | |
| DEPLOIEMENT | |
| - Rest API | |
| PLATFORM | |
| - Cloud | |
| but no computing environnement" | |
| - Cloud Trial period | |
| - Desktop | Non |
| OTHER | |
| AutoML | Non |
| Browser | Non |
| Environment management | Non |
| Python shell | Non |
| Jupyter notebook | Non |
| Documentation | |
| (Keras API)" | |
| (SONY Neural Network Library)" | |
| Tutorials | Oui |
| Web Site | mybluemix.net/... |
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