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TellyClub:graphlabapi danbri$ export BOOST_ROOT=../boost_1_46_0/boost/libs/ | |
TellyClub:graphlabapi danbri$ ./configure --bootstrap | |
cmake detected in /usr/local/bin/cmake. Skipping cmake installation. | |
Probing for boost... | |
Probing in ../boost_1_46_0/boost/libs/ | |
Probing in /Users/danbri/working/graphlab/graphlabapi/deps | |
Existing installation of boost found in /Users/danbri/working/graphlab/graphlabapi/deps | |
Boost Found! | |
Probing for Kyoto Cabinet... | |
KC_ROOT not defined. Probing in usual directories... |
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TellyClub:graphlabapi danbri$ ./configure --bootstrap | |
cmake detected in /usr/local/bin/cmake. Skipping cmake installation. | |
Probing for boost... | |
Probing in ../boost_1_46_0/boost/libs/ | |
Probing in /Users/danbri/working/graphlab/graphlabapi/deps | |
Existing installation of boost found in /Users/danbri/working/graphlab/graphlabapi/deps | |
Boost Found! | |
Probing for Kyoto Cabinet... | |
KC_ROOT not defined. Probing in usual directories... | |
Kyoto Cabinet Found! |
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TellyClub:debug danbri$ make -j 4 | |
[ 0%] Copying runtests.sh | |
[ 0%] Built target runtests.sh | |
[ 1%] Built target graphlab_dist2 | |
[ 40%] Built target graphlab | |
[ 79%] Built target graphlab_pic | |
[ 79%] [ 79%] Building CXX object tests/CMakeFiles/disk_graph_test.cxxtest.dir/disk_graph_test.cxx.o | |
[ 79%] Building CXX object tests/CMakeFiles/dc_consensus_test.dir/dc_consensus_test.o | |
[ 79%] Built target anytests_loader | |
Built target anytests |
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TellyClub:danbri danbri$ wget http://www.graphlab.ml.cmu.edu/movielens | |
--2011-06-22 09:11:30-- http://www.graphlab.ml.cmu.edu/movielens | |
Resolving www.graphlab.ml.cmu.edu... 128.2.204.146 | |
Connecting to www.graphlab.ml.cmu.edu|128.2.204.146|:80... connected. | |
HTTP request sent, awaiting response... 200 OK | |
Length: 14403024 (14M) [text/plain] | |
Saving to: `movielens' | |
100%[==============================================================================>] 14,403,024 412K/s in 39s w |
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a few test runs | |
in mode 0, first run was with 0.8, | |
Final result. Obj=305652, TRAIN RMSE= 0.7663 VALIDATION RMSE= 1.2225. | |
then 0.9 train/test ratio | |
Final result. Obj=356242, TRAIN RMSE= 0.7842 VALIDATION RMSE= 1.1875. |
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pmf 2010beebzbin 7 --ncpus=8 --float=true --lambda=0.065 --scheduler="round_robin(max_iterations=10)" | |
INFO: pmf.cpp(main:1285): PMF/ALS/SVD++/SGD Code written By Danny Bickson, CMU | |
Send bug reports and comments to [email protected] | |
WARNING: pmf.cpp(main:1287): Code compiled with GL_NO_MULT_EDGES flag - this mode does not support multiple edges between user and movie in different times | |
Setting run mode SVD (LANCZOS) | |
INFO: pmf.cpp(main:1335): SVD (LANCZOS) starting |
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TellyClub:goldenorb danbri$ sh go.sh | |
11/06/29 22:28:33 INFO zookeeper.ZooKeeper: Client environment:zookeeper.version=3.3.3-1073969, built on 02/23/2011 22:27 GMT | |
11/06/29 22:28:33 INFO zookeeper.ZooKeeper: Client environment:host.name=192.168.1.7 | |
11/06/29 22:28:33 INFO zookeeper.ZooKeeper: Client environment:java.version=1.6.0_24 | |
11/06/29 22:28:33 INFO zookeeper.ZooKeeper: Client environment:java.vendor=Apple Inc. | |
11/06/29 22:28:33 INFO zookeeper.ZooKeeper: Client environment:java.home=/System/Library/Java/JavaVirtualMachines/1.6.0.jdk/Contents/Home | |
11/06/29 22:28:33 INFO zookeeper.ZooKeeper: Client environment:java.class.path=lib/.:/Users/danbri/tmp/goldenorb/target/classes/*:lib/*:target/org.goldenorb-core-0.1.0-SNAPSHOT.jar:/Users/danbri/.m2/repository/org/apache/zookeeper/zookeeper/3.3.3/zookeeper-3.3.3.jar:/Users/danbri/.m2/repository/jline/jline/0.9.94/jline-0.9.94.jar:/Users/danbri/.m2/repository/org/apache/hadoop/hadoop-core/0.20.2/hadoop-core-0.20.2.jar:/Users/danbri/.m2/repository/commons-cli/comm |
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function [LAP] = laplacian(A1); | |
A2 = A1 * -1; # adj. matrix where -1 shows a link | |
N = length(A2); | |
Z = zeros(N); | |
S = abs(sum(A2)); | |
for K = 1:N; | |
Z(K,K)=S(K); | |
end | |
LAP = A2+Z; |
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# http://en.wikipedia.org/wiki/Laplacian_matrix | |
WP = [ 0 1 0 0 1 0 ; | |
1 0 1 0 1 0 ; | |
0 1 0 1 0 0 ; | |
0 0 1 0 1 1 ; | |
1 1 0 1 0 0 ; | |
0 0 0 1 0 0 ]; | |
L1 = laplacian(WP) |
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n = 1000; | |
x = randperm(n); | |
gs = 450; | |
group1 = x(1:gs); | |
group2 = x(gs+1:end); | |
p_group1 = 0.5; | |
p_group2 = 0.4; | |
p_between = 0.1; |