Download junto Free Java Code
Description
This toolkit consists of implementations of various graph based semi supervised learning (SSL) algorithms. Currently, three algorithms are implemented: Gaussian Random Fields (GRF), Adsorption, and Modified Adsorption (MAD). Junto also contains Hadoop based implementations of these three algorithms.
Source Files
The download file junto-master.zip has the following entries.
.gitignore/* w ww . j av a2 s . c om*/
CHANGES
LICENSE
README
bin/build
bin/junto
bin/sbt-launch.jar
build.sbt
examples/hadoop/README
examples/hadoop/data/input_graph_hadoop
examples/hadoop/data/input_graph_hadoop_ref
examples/hadoop/simple_hadoop_config
examples/ppa/README
examples/ppa/raw/README
examples/ppa/raw/bitstrings
examples/ppa/raw/devset
examples/ppa/raw/test
examples/ppa/raw/training
examples/ppa/reference_output
examples/ppa/runppa.sh
examples/simple/data/gold_labels
examples/simple/data/input_graph
examples/simple/data/seeds
examples/simple/simple_config
lib/hadoop-common-0.21.0.jar
lib/hadoop-mapred-0.21.0.jar
lib/jgrapht-jdk1.5.jar
project/plugins.sbt
src/main/java/upenn/junto/algorithm/parallel/AdsorptionHadoop.java
src/main/java/upenn/junto/algorithm/parallel/LP_ZGL_Hadoop.java
src/main/java/upenn/junto/algorithm/parallel/MADHadoop.java
src/main/java/upenn/junto/app/ConfigTuner.java
src/main/java/upenn/junto/config/ConfigReader.java
src/main/java/upenn/junto/config/Flags.java
src/main/java/upenn/junto/eval/GraphEval.java
src/main/java/upenn/junto/graph/CrossValidationGenerator.java
src/main/java/upenn/junto/graph/parallel/Edge2NodeFactoredHadoop.java
src/main/java/upenn/junto/graph/parallel/EdgeFactored2NodeFactored.java
src/main/java/upenn/junto/util/CollectionUtil.java
src/main/java/upenn/junto/util/Constants.java
src/main/java/upenn/junto/util/Defaults.java
src/main/java/upenn/junto/util/GraphStats.java
src/main/java/upenn/junto/util/IoUtil.java
src/main/java/upenn/junto/util/MessagePrinter.java
src/main/java/upenn/junto/util/ObjectDoublePair.java
src/main/java/upenn/junto/util/ProbUtil.java
src/main/java/upenn/junto/util/RyanAlphabet.java
src/main/java/upenn/junto/util/RyanFeatureVector.java
src/main/scala/upenn/junto/algorithm/Adsorption.scala
src/main/scala/upenn/junto/algorithm/LabelPropagationAlgorithm.scala
src/main/scala/upenn/junto/algorithm/LpZgl.scala
src/main/scala/upenn/junto/app/Junto.scala
src/main/scala/upenn/junto/app/OutputExtractor.scala
src/main/scala/upenn/junto/config/GraphInfo.scala
src/main/scala/upenn/junto/config/GraphLoader.scala
src/main/scala/upenn/junto/graph/ActorGraph.scala
src/main/scala/upenn/junto/graph/Graph.scala
src/main/scala/upenn/junto/graph/Vertex.scala
src/main/scala/upenn/junto/test/Prepositions.scala
Download
Click the following link to download junto-master.zip.
junto-master.zip