mohamad maheri
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e9474085ef
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change hyper parameters
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2 years ago |
mohamad maheri
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de53dda45f
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Implementing Robustify Negative sampling and undo prepossessing
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2 years ago |
mohamad maheri
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dbbec9facc
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repair bug of skipping in sequence
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2 years ago |
mohamad maheri
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52f474670f
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using GRU instead of LSTM
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2 years ago |
mohamad maheri
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703b6e570b
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could skip sequence (p=0.5)
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2 years ago |
mohamad maheri
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372e75db43
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hyper parameter tuning including neg_size
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2 years ago |
mohamad maheri
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c89c660a45
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hyper parameter tuning including neg_size
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2 years ago |
mohamad maheri
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8432f281de
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implement top1
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2 years ago |
mohamad maheri
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dca86acb3a
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implement bpr and bpr_max loss
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2 years ago |
mohamad maheri
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703d2aaf76
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bpr loss + 5X NS
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2 years ago |
mohamad maheri
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6af0db43ad
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Distribute NS to all member of the sequence (except last item of seq in support-set)
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3 years ago |
mohamad maheri
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2a680a294f
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increase NS size (10X) + choose K most scored for NS
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3 years ago |
mohamad maheri
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de111c73dc
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negative sampling by choosing from other user's items
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3 years ago |
mohamad maheri
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b79f900501
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make sampler to choose only sequenced items + write results
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3 years ago |
mohamad maheri
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8e21c390fc
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cuda setting fixed
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3 years ago |
mohamad maheri
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5c17c5eb38
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bug fixing for hyper parameter tuning
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3 years ago |
mohamad maheri
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6029ca93a1
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using ray for hyper-parameter tanning
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3 years ago |
mohamad maheri
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9cbfd2aff6
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input all sequence of items to a LSTM (instead of averaging pairs)
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3 years ago |
mohamad maheri
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1c015e3b35
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using LSTM instead of MLP
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3 years ago |
mohamad maheri
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f3bf760148
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first commit
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3 years ago |
mohamad maheri
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9e1c651cfe
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first commit
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3 years ago |