IBM - Neural Network Modeler
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Nome | 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 | Sì |
| DL models supported | |
| - CNN | Sì |
| - LSTM | Sì |
| - MLP / Auto-encoders | Sì |
| - RNN | Sì |
| Pretained Networks | No |
| Use Keras API | No |
| Save Keras HDFS file (.h5) | No |
| Save Keras model .yaml file | No |
| Save Keras model file | No |
| Load Keras model .yaml file | No |
| Load Keras HDFS file (.h5) | No |
| Code generation | Sì |
| - Theano | Sì |
| - Tensorflow/Keras | Sì |
| - Caffe (v1) | Sì |
| Custom cost function | No |
| Load Keras Models + Weights | No |
| Load Caffe Models + Weights | Sì |
| Load Keras Code | |
| Model checker | Sì |
| Datasets Management | No |
| Experiments Mangement | No |
| - Exp comparison | |
| - Prev. Exp loader | N/A |
| TRAINING | |
| DL model training | No |
| Tune learning parameter | |
| Live performance monitoring | |
| INFERENCE | |
| Inference available | No |
| 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 | No |
| OTHER | |
| AutoML | No |
| Browser | No |
| Environment management | No |
| Python shell | No |
| Jupyter notebook | No |
| Documentation | |
| (Keras API)" | |
| (SONY Neural Network Library)" | |
| Tutorials | Sì |
| Web Site | mybluemix.net/... |
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