rzai@rzai00: /prj/GRU4Rec/examples/rsc15$ python run_rsc15.py Using gpu device

Files are here: <a href="http://2015.recsyschallenge.com/challenge.html" rel="nofollow

<a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/us

where to get the data? about gru4rec HOT 4 CLOSED

hidasib commented on July 3, 2024

where to get the data?

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Comments (4)

hidasib commented on July 3, 2024 2

http://bit.ly/2hv5UGQ

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hidasib commented on July 3, 2024 2

...
https://github.com/hidasib/GRU4Rec/blob/master/examples/rsc15/preprocess.py

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loretoparisi commented on July 3, 2024

Files are here: http://2015.recsyschallenge.com/challenge.html so

curl -Lo yoochoose-data.7z https://s3-eu-west-1.amazonaws.com/yc-rdata/yoochoose-data.7z
7z x yoochoose-data.7z


7-Zip [64] 9.20  Copyright (c) 1999-2010 Igor Pavlov  2010-11-18
p7zip Version 9.20 (locale=C,Utf16=off,HugeFiles=on,8 CPUs)

Processing archive: yoochoose-data.7z

Extracting  yoochoose-buys.dat
Extracting  yoochoose-clicks.dat
Extracting  yoochoose-test.dat
Extracting  dataset-README.txt

Everything is Ok

Files: 4
Size:       1914111754
Compressed: 287211932

where training file are yoochoose-clicks.dat and yoochoose-buys.dat, while yoochoose-test.dat is the test file.

Now in the scripts we have

PATH_TO_TRAIN = '/path/to/rsc15_train_full.txt'
PATH_TO_TEST = '/path/to/rsc15_test.txt'

I'm not completely sure of the training and test files here considering the available dataset @hidasib

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loretoparisi commented on July 3, 2024

@hidasib ok thank you I was able to pre-process the dataset

root@d842fc00a358:~/GRU4Rec/examples/rsc15# python preprocess.py 


Full train set
	Events: 31637239
	Sessions: 7966257
	Items: 37483
Test set
	Events: 71222
	Sessions: 15324
	Items: 6751
Train set
	Events: 31579006
	Sessions: 7953885
	Items: 37483
Validation set
	Events: 58233
	Sessions: 12372
	Items: 6359

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