Code for 'Relational Deep Learning: A Deep Latent Variable Model for Link Prediction'
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ctr-part
example
README.md
dae.m
dae_get_hidden.m
default_dae.m
default_sdae.m
dsigmoid.m
logdiff.m
logsum.m
print_n_updates.m
rdl.m
save_intermediate.m
sdae_get_hidden.m
sdae_get_visible.m
sigmoid.m
softmax.m

README.md

This is Relational Deep Learning (RDL) for link prediction (MAP) adapted from CDL, which is based on deepmat (https://github.com/kyunghyuncho/deepmat)

Go to example/README for more instructions on running the code.

For installing the code, please refer to the similar process for CDL at https://github.com/js05212/CDL.

Reference:

Relational Deep Learning: A Deep Latent Variable Model for Link Prediction

@inproceedings{DBLP:conf/aaai/WSY17,
  author    = {Hao Wang and
               Xingjian Shi and
               Dit{-}Yan Yeung},
  title     = {Relational Deep Learning: {A} Deep Latent Variable Model for Link
               Prediction},
  booktitle = {AAAI},
  pages     = {2688--2694},
  year      = {2017}
}