Apache Spark 中可扩展的最近邻搜索库_Scala

[{"title":"（ 72 个子文件 529KB ） Apache Spark 中可扩展的最近邻搜索库_Scala","children":[{"title":"scanns-master","children":[{"title":"nns.xml <span style='color:#111;'> 5.90KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 116B </span>","children":null,"spread":false},{"title":"gradle","children":[{"title":"wrapper","children":[{"title":"gradle-wrapper.jar <span style='color:#111;'> 53.42KB </span>","children":null,"spread":false},{"title":"gradle-wrapper.properties <span style='color:#111;'> 230B </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"README.md <span style='color:#111;'> 22.87KB </span>","children":null,"spread":false},{"title":"build.gradle <span style='color:#111;'> 3.33KB </span>","children":null,"spread":false},{"title":"scalastyle-config.xml <span style='color:#111;'> 12.64KB </span>","children":null,"spread":false},{"title":"log4j.properties <span style='color:#111;'> 795B </span>","children":null,"spread":false},{"title":"gradlew <span style='color:#111;'> 5.17KB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 2.04KB </span>","children":null,"spread":false},{"title":"buildSrc","children":[{"title":"src","children":[{"title":"main","children":[{"title":"groovy","children":[{"title":"com","children":[{"title":"linkedin","children":[{"title":"nn","children":[{"title":"build","children":[{"title":"plugins","children":[{"title":"ScalaCrossBuildExtension.groovy <span style='color:#111;'> 3.19KB </span>","children":null,"spread":false},{"title":"ScalaResolverExtension.groovy <span style='color:#111;'> 494B </span>","children":null,"spread":false},{"title":"ScalaResolverPlugin.groovy <span style='color:#111;'> 1.45KB </span>","children":null,"spread":false},{"title":"ScalaCrossBuildPlugin.groovy <span style='color:#111;'> 2.17KB </span>","children":null,"spread":false},{"title":"ScalaUtils.groovy <span style='color:#111;'> 940B </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":true},{"title":"resources","children":[{"title":"META-INF","children":[{"title":"gradle-plugins","children":[{"title":"scala-cross-build.properties <span style='color:#111;'> 233B </span>","children":null,"spread":false},{"title":"scala-resolver.properties <span style='color:#111;'> 231B </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"code-quality","children":[{"title":"license_header <span style='color:#111;'> 156B </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":true}],"spread":true}],"spread":true},{"title":"defaultEnvironment.gradle <span style='color:#111;'> 458B </span>","children":null,"spread":false},{"title":"CONTRIBUTING.md <span style='color:#111;'> 707B </span>","children":null,"spread":false},{"title":"gradle.properties <span style='color:#111;'> 863B </span>","children":null,"spread":false},{"title":"scanns","children":[{"title":"build.gradle <span style='color:#111;'> 643B </span>","children":null,"spread":false},{"title":"src","children":[{"title":"test","children":[{"title":"resources","children":[{"title":"nn","children":[{"title":"example.tsv <span style='color:#111;'> 418.80KB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"scala","children":[{"title":"com","children":[{"title":"linkedin","children":[{"title":"nn","children":[{"title":"utils","children":[{"title":"TopNQueueTest.scala <span style='color:#111;'> 997B </span>","children":null,"spread":false},{"title":"CommonConstantsAndUtilsTest.scala <span style='color:#111;'> 690B </span>","children":null,"spread":false}],"spread":false},{"title":"ModelTest.scala <span style='color:#111;'> 1.52KB </span>","children":null,"spread":false},{"title":"distance","children":[{"title":"DistanceTest.scala <span style='color:#111;'> 1.28KB </span>","children":null,"spread":false}],"spread":false},{"title":"model","children":[{"title":"CosineSignRandomProjectionModelTest.scala <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"L2ScalarRandomProjectionModelTest.scala <span style='color:#111;'> 1.16KB </span>","children":null,"spread":false},{"title":"JaccardMinHashModelTest.scala <span style='color:#111;'> 935B </span>","children":null,"spread":false},{"title":"BruteForceNearestNeighborModelTest.scala <span style='color:#111;'> 2.20KB </span>","children":null,"spread":false}],"spread":false},{"title":"linalg","children":[{"title":"RandomProjectionTest.scala <span style='color:#111;'> 1.81KB </span>","children":null,"spread":false}],"spread":false},{"title":"algorithm","children":[{"title":"BruteForceNNSTest.scala <span style='color:#111;'> 785B </span>","children":null,"spread":false},{"title":"LSHNNSSuiteTest.scala <span style='color:#111;'> 3.43KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"main","children":[{"title":"scala","children":[{"title":"com","children":[{"title":"linkedin","children":[{"title":"nn","children":[{"title":"Types.scala <span style='color:#111;'> 412B </span>","children":null,"spread":false},{"title":"params","children":[{"title":"LSHNNSParams.scala <span style='color:#111;'> 5.21KB </span>","children":null,"spread":false},{"title":"HasSeed.scala <span style='color:#111;'> 616B </span>","children":null,"spread":false},{"title":"ScalarRandomProjectionLSHNNSParams.scala <span style='color:#111;'> 555B </span>","children":null,"spread":false},{"title":"NNSCLIParams.scala <span style='color:#111;'> 10.21KB </span>","children":null,"spread":false},{"title":"BruteForceNNSParams.scala <span style='color:#111;'> 618B </span>","children":null,"spread":false}],"spread":false},{"title":"utils","children":[{"title":"VectorUtils.scala <span style='color:#111;'> 758B </span>","children":null,"spread":false},{"title":"TopNQueue.scala <span style='color:#111;'> 1.69KB </span>","children":null,"spread":false},{"title":"CommonConstantsAndUtils.scala <span style='color:#111;'> 451B </span>","children":null,"spread":false}],"spread":false},{"title":"lsh","children":[{"title":"MinHashFunction.scala <span style='color:#111;'> 679B </span>","children":null,"spread":false},{"title":"ScalarRandomProjectionHashFunction.scala <span style='color:#111;'> 603B </span>","children":null,"spread":false},{"title":"SignRandomProjectionHashFunction.scala <span style='color:#111;'> 572B </span>","children":null,"spread":false},{"title":"HashFunction.scala <span style='color:#111;'> 413B </span>","children":null,"spread":false}],"spread":false},{"title":"distance","children":[{"title":"JaccardDistance.scala <span style='color:#111;'> 1.03KB </span>","children":null,"spread":false},{"title":"CosineDistance.scala <span style='color:#111;'> 1.26KB </span>","children":null,"spread":false},{"title":"L2Distance.scala <span style='color:#111;'> 872B </span>","children":null,"spread":false},{"title":"Distance.scala <span style='color:#111;'> 808B </span>","children":null,"spread":false},{"title":"DistanceMetric.scala <span style='color:#111;'> 701B </span>","children":null,"spread":false}],"spread":false},{"title":"model","children":[{"title":"CosineSignRandomProjectionModel.scala <span style='color:#111;'> 1.58KB </span>","children":null,"spread":false},{"title":"BruteForceNearestNeighborModel.scala <span style='color:#111;'> 2.26KB </span>","children":null,"spread":false},{"title":"LSHNearestNeighborSearchModel.scala <span style='color:#111;'> 14.57KB </span>","children":null,"spread":false},{"title":"L2ScalarRandomProjectionModel.scala <span style='color:#111;'> 1.49KB </span>","children":null,"spread":false},{"title":"JaccardMinHashModel.scala <span style='color:#111;'> 1.43KB </span>","children":null,"spread":false},{"title":"NearestNeighborModel.scala <span style='color:#111;'> 1.59KB </span>","children":null,"spread":false}],"spread":false},{"title":"linalg","children":[{"title":"RandomProjection.scala <span style='color:#111;'> 1.56KB </span>","children":null,"spread":false}],"spread":false},{"title":"algorithm","children":[{"title":"CosineSignRandomProjectionNNS.scala <span style='color:#111;'> 2.28KB </span>","children":null,"spread":false},{"title":"BruteForceNNS.scala <span style='color:#111;'> 863B </span>","children":null,"spread":false},{"title":"LSHNearestNeighborSearch.scala <span style='color:#111;'> 1.50KB </span>","children":null,"spread":false},{"title":"JaccardMinHashNNS.scala <span style='color:#111;'> 2.54KB </span>","children":null,"spread":false},{"title":"L2ScalarRandomProjectionNNS.scala <span style='color:#111;'> 2.48KB </span>","children":null,"spread":false}],"spread":false},{"title":"NearestNeighborSearchDriver.scala <span style='color:#111;'> 6.29KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"test-utils","children":[{"title":"README.md <span style='color:#111;'> 140B </span>","children":null,"spread":false},{"title":"build.gradle <span style='color:#111;'> 445B </span>","children":null,"spread":false},{"title":"src","children":[{"title":"main","children":[{"title":"scala","children":[{"title":"com","children":[{"title":"linkedin","children":[{"title":"nn","children":[{"title":"test","children":[{"title":"FailOnSkipListener.scala <span style='color:#111;'> 960B </span>","children":null,"spread":false},{"title":"SparkTestUtils.scala <span style='color:#111;'> 1.79KB </span>","children":null,"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false}],"spread":false},{"title":"settings.gradle <span style='color:#111;'> 382B </span>","children":null,"spread":false},{"title":"NOTICE <span style='color:#111;'> 1.07KB </span>","children":null,"spread":false},{"title":"API.png <span style='color:#111;'> 249.91KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]