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some questions

Open sshzhang opened this issue 6 years ago • 12 comments

Can you explain the meaning of the dataset. I am a little confused

sshzhang avatar Aug 09 '18 13:08 sshzhang

Sorry for the late response,. Did you mean the data format? It's the field-wise format, in the form of FieldID:featureID:featureValue. A field is a group of features, such as gender, location, oppucation, etc.

Leavingseason avatar Aug 27 '18 02:08 Leavingseason

Thank you very much!

sshzhang avatar Aug 27 '18 05:08 sshzhang

after reading the article in detail . I also find some problem. can you explain me about how to preprocessing the Criteo Dataset when you do experiment. I want to run the mode CIN in Criteo Dataset , but I don't know how to preprocessing the datasets. Another question is the dataset in that program is ariticial ? Thank you!

sshzhang avatar Sep 01 '18 03:09 sshzhang

Criteo dataset is frequently used by research groups. I think there are no too much ways to preprocess the dataset, just transform the numerical values into categorical values (by log 2) and filter out some low frequent categorical values. You can leave an email address and I will send you our scripts. The sample dataset in github is a real-world dataset.

Leavingseason avatar Sep 01 '18 13:09 Leavingseason

Thanks ! Here is my email [email protected]

sshzhang avatar Sep 03 '18 06:09 sshzhang

Hi, I have the same problem now. would you email me the scripts ? Thanks! Here is my email [email protected]

cowry5 avatar Sep 23 '18 14:09 cowry5

I also need the scripts, and the size of criteo dataset in your experience is 45mb? Thank you very much!Here is my email [email protected]

anzhizh avatar Oct 14 '18 19:10 anzhizh

Since the criteo script seems to block a few readers, I have uploaded the script to the codebase.

Leavingseason avatar Oct 15 '18 08:10 Leavingseason

Happy Lantern Festival ! I also need the scripts and want to know the tensorflow 1.12.0 is OK? Thanks! Here is my email [email protected]

Decalogue avatar Feb 19 '19 11:02 Decalogue

Thank you very much! [email protected]

wanesta avatar Jun 04 '19 02:06 wanesta

Hi, I have the same problem now. would you email me the scripts ? Thanks! Here is my email [email protected]

wenjuanxu avatar Jun 10 '19 07:06 wenjuanxu

Hello, I want to know how the movielens data set is processed to meet the required format, thank you

ccfccl avatar Sep 05 '19 00:09 ccfccl