devashishshankar/dl4j-0.0.3.3-examples

DL4J Examples

(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)

---

Development

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.

---

Documentation

For more information, check out deeplearning4j.org and JavaDocs.

---

Performance

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