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/session4rec

GRu4Rec in TensorFlow
tensorflow recommender-system python
  1. Python 79.6%
  2. Jupyter Notebook 20.4%
Branch: master
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@codejitsu
codejitsu Changed some parameters.
Latest commit ef1c3d7 Apr 11, 2018
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Type Name Latest commit message Commit time
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scripts More docu. Mar 30, 2018
.gitignore Added model class. Apr 8, 2018
README.md Changed some parameters. Apr 11, 2018
Session4Rec.ipynb Added model class. Apr 8, 2018
defaults.py Changed some parameters. Apr 11, 2018
evaluation.py Changed some parameters. Apr 11, 2018
model_session4rec.py Added evaluation. Apr 10, 2018
model_simple_rnn.py Added simple RNN model from the TensorFlow book. Mar 30, 2018
requirements.txt Added model class. Apr 8, 2018

README.md

session4rec

GRu4Rec in Tensorflow

Get data

Preprocess data

  • change input and output directories in /scripts/preprocess.py
  • python ./scripts/preprocess.py

Results

loss = top1, rnn-size = 100, epochs = 3

  • Recall@20: 0.4243443414791227
  • MRR@20: 0.10790868224055285

References

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