Repository of Deeplearning4J neural net examples:
- Convolutional Neural Nets
- Deep-belief Neural Nets
- Glove Example
- Restricted Boltzmann Machines
- Recurrent Neural Nets
- Recursive Neural Nets
- TSNE
- Word2Vec
For more information, check out deeplearning4j.org and its JavaDoc.
If you notice issues, please log them, and if you want to contribute, submit a pull request. Input is welcome here.
| Model Name | Accuracy | F1 | Training |
|---|---|---|---|
| CNNIris | 0.9 | 0.94 | batch |
| CNNMnist | 0.87 | 0.87 | batch |
| DBNIris | 0.67 | 0.8 | full |
| DBNMnistFull | 0.09 | 0.17 | batch |
| MLPBackpropIris | 0.82 | 0.81 | full |
| MLPMnistSingleLayer | 0.91 | 0.91 | batch |
| RBMIris | NA | full | |
| TSNEStandard | NA | NA | |
| Word2VecRawText | NA | batch |
- Accuracy and F1 depends on how many examples the model is trained on.