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Please use these examples based on deeplearning4j 0.4.* release.

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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 0.9 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.

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Please use these examples based on deeplearning4j 0.4.* release.

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  • Java 100.0%