premgopalan / hgaprec Goto Github PK

I ran the code and got a file itemrank.txt. Most of the third column of numbers, which denoted the prediction ranking, were 0.xxx; some of them were 1.xxx and 2.xxx; just little of them were 3.xxx and 4.xxx. Is it normal in your consumption? Should the prediction score range 1 to 5?

I am trying to run the code by setting up the Perl code. As the comments in the run.pl said:

set the "prefix" path for the data sets
e.g., if data set resides in /scratch/pgopalan/kdd3/example/movielens
set as follows
my $dataloc = "/scratch/pgopalan/hgaprec/analysis/data";

(1)I am confused by this one. What should I set the address of the dataloc if I, say, put the data on
"/Users/yobichi/Downloads/hgaprec-master/example/movielens"? By the way, should I set the dataloc variable in run.pl?

(2) The link: http://jmh-recs.cloudapp.net/home/pgopalan/KDD/output, where the readme.txt of output data can not be opened. Where can I see the format of input and out data to get a clearer understanding?

Hello there,

I am really excited to test the software. I work on mutational processes in cancer and the model has some of the properties I need.

I wonder if you could help by clarifying the input and output formats. I managed to install and run the example, but don't fully understand the formats. Would you help by pointing me to a description of the input and all the files that the program outputs? I am mostly interested in exploring the components, a bit like you did with the movie preferences in the article, and trying to understand common themes.

Kind regards
Dominik

How do you install hgaprec on Mac OS X?

(I'm opening this as a separate issue in case it helps somebody. Answer below.)

I store the yelp data(train.tsv, test.tsv, validation.tsv, test_user.tsv) at /Users/yobichi/Downloads/code_RecSys13/ so I set the
$dataloc = "/Users/yobichi/Downloads/code_RecSys13" at run.pl
and then I run "/Users/yobichi/Downloads/hgaprec-master/scripts/run.pl -dataset yelp_data -hier " in command.
There was an tricky error: cannot open file /Users/yobichi/Downloads/hgaprec-master/example/netflix.

What should I do? Thank you very much.

should there really be both?

wiggins@tantanmen{hgaprec}48: diff README README.md
17c17

< The binary 'hgaprec' will be installed in /usr/local/bin unless a

The binary 'gaprec' will be installed in /usr/local/bin unless a
20,21c20,21
< HGAPREC: Hierarchical Gamma Poisson factorization based recommendation tool

< ----------------------------------------------------------------------------

GAPREC: Gamma Poisson factorization based recommendation tool

23c23

< hgaprec [OPTIONS]

gaprec [OPTIONS]
62c62

< (1) ../src/hgaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10

(1) ../src/gaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10
88,93c88,90
< ../src/hgaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -hier
< ../src/hgaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -bias
< ../src/hgaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -binary-data
< ../src/hgaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -binary-data -bias
< ../src/hgaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -hier -bias -binary-data

< ... and so on

../src/gaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -bias
../src/gaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -binary-data
../src/gaprec -dir ../example/movielens -n 6040 -m 3900 -k 100 -rfreq 10 -binary-data -bias
wiggins@tantanmen{hgaprec}49:

I tried to install this on both ubuntu and mac os computers, but I always get this error when executing "make":

Making all in src
make[1]: Entering directory /home/dlmocdm/hgaprec-master2/src' source='ratings.cc' object='ratings.o' libtool=no \ DEPDIR=.deps depmode=none /bin/bash ../depcomp \ g++ -DPACKAGE_NAME=\"hgaprec\" -DPACKAGE_TARNAME=\"hgaprec\" -DPACKAGE_VERSION=\"0.1\" -DPACKAGE_STRING=\"hgaprec\ 0.1\" -DPACKAGE_BUGREPORT=\"[email protected]\" -DPACKAGE=\"hgaprec\" -DVERSION=\"0.1\" -DHAVE_LIBGSLCBLAS=1 -DHAVE_LIBPTHREAD=1 -DHAVE_LIBGSL=1 -DSTDC_HEADERS=1 -DHAVE_SYS_TYPES_H=1 -DHAVE_SYS_STAT_H=1 -DHAVE_STDLIB_H=1 -DHAVE_STRING_H=1 -DHAVE_MEMORY_H=1 -DHAVE_STRINGS_H=1 -DHAVE_INTTYPES_H=1 -DHAVE_STDINT_H=1 -DHAVE_UNISTD_H=1 -DHAVE_STDINT_H=1 -DHAVE_STDLIB_H=1 -DHAVE_STRING_H=1 -DHAVE_SYS_FILE_H=1 -DHAVE_SYS_TIME_H=1 -DHAVE_UNISTD_H=1 -DHAVE__BOOL=1 -DHAVE_STDBOOL_H=1 -DHAVE_STDLIB_H=1 -DHAVE_MALLOC=1 -DHAVE_GETTIMEOFDAY=1 -DHAVE_LOCALTIME_R=1 -DHAVE_MEMSET=1 -DHAVE_MKDIR=1 -DHAVE_STRERROR=1 -DHAVE_STRTOL=1 -I. -I/opt/local/include -O3 -c -o ratings.o ratings.cc /bin/bash: ../depcomp: No such file or directory make[1]: *** [ratings.o] Error 127 make[1]: Leaving directory/home/dlmocdm/hgaprec-master2/src'
make: *** [all-recursive] Error 1

Any idea how can I solve this?

Thanks!

depcomp is a soft link to a file that might not exist on user's system.

Hi, in the paper, you compute a simulated ratings vector for each user by spreading a preference budget b across k components. Is that code available here? Having a beta[i][k] matrix would be super useful too if I wanted to use it for other discrepancy functions! Thanks so much!