DL4J Release 0.4 Examples
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
Documentation
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.
Performance
| Model Name | Accuracy | F1 | Training |
|---|---|---|---|
| CNNIris | 0.7 | 0.75 | batch |
| CNNMnist | 0.73 | 0.74 | batch |
| DBNIris | 0.33 | 0.5 | full |
| DBNMnistFull | 0.10 | 0.35 | batch |
| DBNMnistSingleLayer | 0.41 | 0.61 | full |
| MLPBackpropIris | 0.55 | 0.70 | full |
| RBMIris | NA | full | |
| TSNEStandard | NA | NA | |
| Word2VecRawText | NA | batch |
- Accuracy and F1 depends on how many examples the model is trained on.
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