(based on version 0.0.3.3)
Repository of Deeplearning4J neural net examples:
- Convolutional Neural Nets
- Deep-belief Neural Nets
- Glove Example
- Restricted Boltzmann Machines
- Recurrent Neural Nets
- Recursive Neural Nets
- Word2Vec Examples (includes TSNE)
We are in progress of developing and tuning these examples. If you notice issues, please log, and if you want to contribute, submit a pull request. Input is definitely welcome.
For more information, check out deeplearning4j.org and JavaDocs.
| Model Name | Score | Status | Training |
|---|---|---|---|
| CNNIris | F1 0.14 | Tune | batch |
| CNNMnist | F1 0.013 | Tune | batch |
| CNNMnist2 | F1 0.03 | Tune | batch |
| DBNCreateData | F1 0.33 | Tune | batch |
| DBNFullMnist | F1 0.18 | Tune | full |
| DBNIris | F1 0.15 | Tune | full |
| DBNLWF | F1 0.0 | Tune | batch |
| DBNMnistRecontruct | F1 0.017 | Tune | batch |
| DBNSmallMnist | F1 0.02 | Tune | full |
| GloveRawSentence | Sim 0 | Tune | batch |
| MLPBackpropIris | F1 0.16 | Tune | batch |
| RBMCreateData | NA | Validate | full |
| RBMIris | NA | Validate | full |
| RecurrentLSTMMnist | NA | Validate | batch |
| RecursiveAutoEncoder | NA | Validate | batch |
| RNTNTweets | Not working | batch | |
| RNTNTweets2 | Not working | batch | |
| TSNEBarnesHut | NA | Not working | NA |
| TSNEStandard | NA | Not working | NA |
| Word2VecRawText | Sim 0 | Tune | batch |