├── LICENSE.txt ├── NOTICE.txt ├── Readme.md ├── core ├── pom.xml └── src │ └── org │ └── gd │ └── spark │ └── opendl │ ├── downpourSGD │ ├── Backpropagation │ │ ├── AutoEncoder.java │ │ ├── BP.java │ │ └── BPParam.java │ ├── ModelReplicaSplit.java │ ├── SGDPersistable.java │ ├── SGDPersistableWrite.java │ ├── SGDTrainConfig.java │ ├── SampleVector.java │ ├── Softmax │ │ ├── LR.java │ │ └── LRParam.java │ ├── TiedWeightLayer │ │ ├── AutoEncoder.java │ │ ├── HiddenLayer.java │ │ ├── HiddenLayerOptimizer.java │ │ ├── HiddenLayerParam.java │ │ └── RBM.java │ └── train │ │ ├── DeltaSpark.java │ │ ├── DeltaThread.java │ │ ├── DownpourSGDTrain.java │ │ ├── LossSpark.java │ │ ├── LossThread.java │ │ ├── SGDBase.java │ │ └── SGDParam.java │ └── util │ ├── MathUtil.java │ └── MyConjugateGradient.java ├── dep_lib ├── akka-actor-2.0.5.jar ├── akka-remote-2.0.5.jar ├── akka-slf4j-2.0.5.jar ├── arpack_combined_all-0.1.jar ├── asm-4.0.jar ├── asm-commons-4.0.jar ├── asm-tree-4.0.jar ├── avro-1.7.4.jar ├── avro-ipc-1.7.4.jar ├── bsh-2.0b4.jar ├── chill-java-0.3.1.jar ├── chill_2.9.3-0.3.1.jar ├── colt-1.2.0.jar ├── commons-beanutils-1.7.0.jar ├── commons-beanutils-core-1.8.0.jar ├── commons-cli-1.2.jar ├── commons-codec-1.3.jar ├── commons-collections-3.2.1.jar ├── commons-compress-1.4.1.jar ├── commons-configuration-1.6.jar ├── commons-digester-1.8.jar ├── commons-el-1.0.jar ├── commons-httpclient-3.1.jar ├── commons-io-1.4.jar ├── commons-lang-2.4.jar ├── commons-logging-1.1.1.jar ├── commons-math-2.1.jar ├── commons-net-1.4.1.jar ├── compress-lzf-0.8.4.jar ├── concurrent-1.3.4.jar ├── config-0.3.1.jar ├── dispatch-json_2.9.1-0.8.5.jar ├── fastutil-6.4.4.jar ├── gmetric4j-1.0.3.jar ├── guava-14.0.1.jar ├── h2-lzf-1.0.jar ├── hadoop-client-1.0.4.jar ├── hadoop-core-1.0.4.jar ├── hsqldb-1.8.0.10.jar ├── httpclient-4.1.jar ├── httpcore-4.1.jar ├── jackson-annotations-2.2.2.jar ├── jackson-core-2.2.2.jar ├── jackson-core-asl-1.8.8.jar ├── jackson-databind-2.2.2.jar ├── jackson-mapper-asl-1.8.8.jar ├── javax.servlet-2.5.0.v201103041518.jar ├── jblas-1.2.3.jar ├── jdom-1.1.jar ├── jets3t-0.7.1.jar ├── jetty-6.1.26.jar ├── jetty-continuation-7.6.8.v20121106.jar ├── jetty-http-7.6.8.v20121106.jar ├── jetty-io-7.6.8.v20121106.jar ├── jetty-server-7.6.8.v20121106.jar ├── jetty-util-6.1.26.jar ├── jetty-util-7.6.8.v20121106.jar ├── jgrapht-0.6.0.jar ├── jsr305-1.3.9.jar ├── junit-4.8.2.jar ├── jwnl-1.4_rc3.jar ├── kryo-2.21.jar ├── lift-json_2.9.2-2.5.jar ├── log4j-1.2.16.jar ├── lombok-0.11.0.jar ├── mallet-2.0.7-RC2.jar ├── mesos-0.13.0.jar ├── metrics-core-3.0.0.jar ├── metrics-ganglia-3.0.0.jar ├── metrics-json-3.0.0.jar ├── metrics-jvm-3.0.0.jar ├── minlog-1.2.jar ├── mtj-0.9.14.jar ├── netlib-java-0.9.3.jar ├── netty-3.4.0.Final.jar ├── netty-all-4.0.0.Beta2.jar ├── objenesis-1.2.jar ├── oncrpc-1.0.7.jar ├── oro-2.0.8.jar ├── paranamer-2.3.jar ├── protobuf-java-2.4.1.jar ├── reflectasm-1.07-shaded.jar ├── scala-arm_2.9.1-1.1.jar ├── scala-compiler-2.9.3.jar ├── scala-io-core_2.9.2-0.4.1.jar ├── scala-io-file_2.9.2-0.4.1.jar ├── scala-library-2.9.3.jar ├── scalap-2.9.3.jar ├── servlet-api-2.5-20081211.jar ├── sjson_2.9.1-0.15.jar ├── slf4j-api-1.6.1.jar ├── slf4j-log4j12-1.6.1.jar ├── snappy-java-1.0.5.jar ├── spark-core_2.9.3-0.8.0-incubating.jar ├── trove4j-2.0.2.jar ├── velocity-1.7.jar ├── xmlenc-0.52.jar └── xz-1.0.jar ├── dist ├── opendl-0.0.1-SNAPSHOT.jar └── opendl-example-0.0.1-SNAPSHOT.jar ├── doc ├── Building High-level Features Using Large Scale Unsupervised Learning.pdf ├── OpenDL.pptx └── large_deep_networks_nips2012.pdf └── examples ├── data └── mnist_784_1000.txt ├── pom.xml └── src └── org └── gd └── spark └── opendl └── example ├── ClassVerify.java ├── DataInput.java ├── spark ├── LRTest.java ├── RBMTest.java ├── SparkContextBuild.java └── dATest.java └── standalone ├── BPTest.java ├── LRTest.java ├── RBMTest.java └── dATest.java /LICENSE.txt: 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