Path	Lines of Code
CODE_OF_CONDUCT.md	2
README.md	35
flink-ml-benchmark/README.md	206
flink-ml-benchmark/src/main/resources/agglomerativeclustering-benchmark.json	40
flink-ml-benchmark/src/main/resources/benchmark-demo.json	212
flink-ml-benchmark/src/main/resources/binarizer-benchmark.json	61
flink-ml-benchmark/src/main/resources/bucketizer-benchmark.json	52
flink-ml-benchmark/src/main/resources/countvectorizer-benchmark.json	36
flink-ml-benchmark/src/main/resources/dct-benchmark.json	35
flink-ml-benchmark/src/main/resources/elementwiseproduct-benchmark.json	38
flink-ml-benchmark/src/main/resources/featurehasher-benchmark.json	53
flink-ml-benchmark/src/main/resources/hashingtf-benchmark.json	38
flink-ml-benchmark/src/main/resources/idf-benchmark.json	38
flink-ml-benchmark/src/main/resources/imputer-benchmark.json	85
flink-ml-benchmark/src/main/resources/interaction-benchmark.json	47
flink-ml-benchmark/src/main/resources/kbinsdiscretizer-benchmark.json	39
flink-ml-benchmark/src/main/resources/kmeans-benchmark.json	35
flink-ml-benchmark/src/main/resources/linearregression-benchmark.json	40
flink-ml-benchmark/src/main/resources/linearsvc-benchmark.json	40
flink-ml-benchmark/src/main/resources/logisticregression-benchmark.json	40
flink-ml-benchmark/src/main/resources/maxabsscaler-benchmark.json	35
flink-ml-benchmark/src/main/resources/minmaxscaler-benchmark.json	35
flink-ml-benchmark/src/main/resources/naivebayes-benchmark.json	32
flink-ml-benchmark/src/main/resources/ngram-benchmark.json	35
flink-ml-benchmark/src/main/resources/normalizer-benchmark.json	38
flink-ml-benchmark/src/main/resources/onehotencoder-benchmark.json	34
flink-ml-benchmark/src/main/resources/polynoimalexpansion-benchmark.json	38
flink-ml-benchmark/src/main/resources/regextokenizer-benchmark.json	38
flink-ml-benchmark/src/main/resources/robustscaler-benchmark.json	39
flink-ml-benchmark/src/main/resources/sqltransformer-benchmark.json	37
flink-ml-benchmark/src/main/resources/standardscaler-benchmark.json	39
flink-ml-benchmark/src/main/resources/stopwordsremover-benchmark.json	44
flink-ml-benchmark/src/main/resources/stringindexer-benchmark.json	45
flink-ml-benchmark/src/main/resources/tokenizer-benchmark.json	35
flink-ml-benchmark/src/main/resources/univariatefeatureselector-benchmark.json	43
flink-ml-benchmark/src/main/resources/variancethresholdselector-benchmark.json	35
flink-ml-benchmark/src/main/resources/vectorassembler-benchmark.json	85
flink-ml-benchmark/src/main/resources/vectorindexer-benchmark.json	39
flink-ml-benchmark/src/main/resources/vectorslicer-benchmark.json	38
flink-ml-dist/src/main/flink-ml-bin/README.txt	24
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/ArrayToVectorExample.java	29
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/VectorToArrayExample.java	35
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/classification/KnnExample.java	57
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/classification/LinearSVCExample.java	44
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/classification/LogisticRegressionExample.java	43
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/classification/NaiveBayesExample.java	45
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/classification/OnlineLogisticRegressionExample.java	90
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/clustering/AgglomerativeClusteringExample.java	41
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/clustering/KMeansExample.java	35
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/clustering/OnlineKMeansExample.java	79
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/evaluation/BinaryClassificationEvaluatorExample.java	47
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/BinarizerExample.java	52
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/BucketizerExample.java	44
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/CountVectorizerExample.java	36
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/DCTExample.java	29
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/ElementwiseProductExample.java	32
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/FeatureHasherExample.java	38
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/HashingTFExample.java	37
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/IDFExample.java	32
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/ImputerExample.java	45
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/IndexToStringModelExample.java	40
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/InteractionExample.java	36
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/KBinsDiscretizerExample.java	40
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/MaxAbsScalerExample.java	40
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/MinHashLSHExample.java	109
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/MinMaxScalerExample.java	40
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/NGramExample.java	31
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/NormalizerExample.java	30
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/OneHotEncoderExample.java	32
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/OnlineStandardScalerExample.java	71
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/PolynomialExpansionExample.java	32
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/RandomSplitterExample.java	36
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/RegexTokenizerExample.java	32
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/RobustScalerExample.java	44
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/SQLTransformerExample.java	26
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/StandardScalerExample.java	32
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/StopWordsRemoverExample.java	35
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/StringIndexerExample.java	52
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/TokenizerExample.java	28
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/UnivariateFeatureSelectorExample.java	43
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/VarianceThresholdSelectorExample.java	42
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/VectorAssemblerExample.java	48
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/VectorIndexerExample.java	47
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/feature/VectorSlicerExample.java	30
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/recommendation/SwingExample.java	35
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/regression/LinearRegressionExample.java	40
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/stats/ChiSqTestExample.java	43
flink-ml-examples/src/main/java/org/apache/flink/ml/examples/util/PeriodicSourceFunction.java	28
flink-ml-examples/src/test/java/org/apache/flink/ml/examples/ExamplesTest.java	95
flink-ml-iteration/flink-ml-iteration-common/src/test/resources/log4j2-test.properties	26
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/danish.txt	94
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/dutch.txt	101
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/english.txt	181
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/finnish.txt	235
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/french.txt	156
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/german.txt	231
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/hungarian.txt	199
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/italian.txt	279
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/norwegian.txt	176
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/portuguese.txt	203
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/russian.txt	151
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/spanish.txt	313
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/swedish.txt	114
flink-ml-lib/src/main/resources/org/apache/flink/ml/feature/stopwords/turkish.txt	53
flink-ml-lib/src/test/resources/log4j2-test.properties	26
flink-ml-python/README.md	14
flink-ml-python/dev/dev-requirements.txt	24
flink-ml-python/pyflink/examples/ml/__init__.py	1
flink-ml-python/pyflink/examples/ml/arraytovector_example.py	27
flink-ml-python/pyflink/examples/ml/classification/__init__.py	1
flink-ml-python/pyflink/examples/ml/classification/knn_example.py	52
flink-ml-python/pyflink/examples/ml/classification/linearsvc_example.py	36
flink-ml-python/pyflink/examples/ml/classification/logisticregression_example.py	36
flink-ml-python/pyflink/examples/ml/classification/naivebayes_example.py	39
flink-ml-python/pyflink/examples/ml/clustering/__init__.py	1
flink-ml-python/pyflink/examples/ml/clustering/agglomerativeclustering_example.py	30
flink-ml-python/pyflink/examples/ml/clustering/kmeans_example.py	27
flink-ml-python/pyflink/examples/ml/evaluation/__init__.py	1
flink-ml-python/pyflink/examples/ml/evaluation/binaryclassificationevaluator_example.py	37
flink-ml-python/pyflink/examples/ml/feature/__init__.py	1
flink-ml-python/pyflink/examples/ml/feature/binarizer_example.py	30
flink-ml-python/pyflink/examples/ml/feature/bucketizer_example.py	33
flink-ml-python/pyflink/examples/ml/feature/countvectorizer_example.py	27
flink-ml-python/pyflink/examples/ml/feature/dct_example.py	22
flink-ml-python/pyflink/examples/ml/feature/elementwiseproduct_example.py	25
flink-ml-python/pyflink/examples/ml/feature/featurehasher_example.py	27
flink-ml-python/pyflink/examples/ml/feature/hashingtf_example.py	24
flink-ml-python/pyflink/examples/ml/feature/idf_example.py	25
flink-ml-python/pyflink/examples/ml/feature/imputer_example.py	34
flink-ml-python/pyflink/examples/ml/feature/indextostringmodel_example.py	36
flink-ml-python/pyflink/examples/ml/feature/interaction_example.py	30
flink-ml-python/pyflink/examples/ml/feature/kbinsdiscreteizer_example.py	34
flink-ml-python/pyflink/examples/ml/feature/maxabsscaler_example.py	37
flink-ml-python/pyflink/examples/ml/feature/minhashlsh_example.py	42
flink-ml-python/pyflink/examples/ml/feature/minmaxscaler_example.py	37
flink-ml-python/pyflink/examples/ml/feature/ngram_example.py	25
flink-ml-python/pyflink/examples/ml/feature/normalizer_example.py	25
flink-ml-python/pyflink/examples/ml/feature/onehotencoder_example.py	24
flink-ml-python/pyflink/examples/ml/feature/online_standardscaler_example.py	51
flink-ml-python/pyflink/examples/ml/feature/polynomialexpansion_example.py	25
flink-ml-python/pyflink/examples/ml/feature/randomsplitter_example.py	29
flink-ml-python/pyflink/examples/ml/feature/regextokenizer_example.py	23
flink-ml-python/pyflink/examples/ml/feature/robustscaler_example.py	37
flink-ml-python/pyflink/examples/ml/feature/sqltransformer_example.py	18
flink-ml-python/pyflink/examples/ml/feature/standardscaler_example.py	25
flink-ml-python/pyflink/examples/ml/feature/stopwordsremover_example.py	25
flink-ml-python/pyflink/examples/ml/feature/stringindexer_example.py	47
flink-ml-python/pyflink/examples/ml/feature/tokenizer_example.py	23
flink-ml-python/pyflink/examples/ml/feature/univariatefeatureselector_example.py	34
flink-ml-python/pyflink/examples/ml/feature/variancethresholdselector_example.py	32
flink-ml-python/pyflink/examples/ml/feature/vectorassembler_example.py	33
flink-ml-python/pyflink/examples/ml/feature/vectorindexer_example.py	38
flink-ml-python/pyflink/examples/ml/feature/vectorslicer_example.py	25
flink-ml-python/pyflink/examples/ml/recommendation/swing_example.py	35
flink-ml-python/pyflink/examples/ml/regression/__init__.py	1
flink-ml-python/pyflink/examples/ml/regression/linearregression_example.py	32
flink-ml-python/pyflink/examples/ml/stats/__init__.py	1
flink-ml-python/pyflink/examples/ml/stats/chisqtest_example.py	34
flink-ml-python/pyflink/examples/ml/tests/__init__.py	7
flink-ml-python/pyflink/examples/ml/tests/test_examples.py	15
flink-ml-python/pyflink/examples/ml/vectortoarray_example.py	28
flink-ml-tests/src/test/resources/log4j2-test.properties	26
tools/maven/checkstyle.xml	289