├── .eslintignore ├── .gitignore ├── .npmignore ├── .travis.yml ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── Makefile ├── README.md ├── Roadmap.md ├── appveyor.yml ├── benchmark ├── README.md ├── gen_data.js ├── logreg-1.png ├── logreg-10.png ├── node_modules │ └── skale.js ├── skaleLR.js └── sparkLR.py ├── bin ├── server.js ├── shell.js ├── skale.js └── worker.js ├── docker ├── Dockerfile ├── Makefile ├── README.md ├── docker-compose.yml └── run.sh ├── docs ├── Makefile ├── concepts.md ├── images │ ├── favicon.png │ ├── logo-skale.png │ └── logo.svg ├── index.md ├── machine-learning.md ├── skale-API.md └── skale-hackers-guide.md ├── examples ├── basic │ ├── aggregate.js │ ├── aggregateByKey.js │ ├── arrow.js │ ├── cartesian.js │ ├── coGroup.js │ ├── coGroupStreams.js │ ├── collect.js │ ├── count.js │ ├── countByKey.js │ ├── countByValue.js │ ├── distinct.js │ ├── env.js │ ├── filter.js │ ├── first.js │ ├── flatMap.js │ ├── flatMapValues.js │ ├── forEach.js │ ├── groupByKey.js │ ├── intersection.js │ ├── join.js │ ├── keys.js │ ├── kv.data │ ├── kv2.data │ ├── leftOuterJoin.js │ ├── lineStream.js │ ├── lookup.js │ ├── map.js │ ├── mapValues.js │ ├── parallelize.js │ ├── partitionBy.js │ ├── persist.js │ ├── r2.js │ ├── range.js │ ├── reduceByKey.js │ ├── rightOuterJoin.js │ ├── s3file.js │ ├── sample.js │ ├── save-parquet.js │ ├── save.js │ ├── sortBy.js │ ├── sortByKey.js │ ├── stream.js │ ├── subtract.js │ ├── take.js │ ├── takeSample.js │ ├── textFile-gzip.js │ ├── textFile-parquet.js │ ├── textFile-take.js │ ├── textFile.js │ ├── top.js │ ├── union.js │ ├── values.js │ ├── wordcount.js │ └── xxx.gz ├── ml │ ├── binary-classification │ │ ├── adult.js │ │ ├── dataset │ │ │ ├── README.md │ │ │ ├── adult-00.csv │ │ │ ├── adult-01.csv │ │ │ ├── adult-02.csv │ │ │ ├── adult-03.csv │ │ │ ├── adult-04.csv │ │ │ ├── adult-05.csv │ │ │ ├── adult-06.csv │ │ │ ├── adult-07.csv │ │ │ ├── adult-08.csv │ │ │ ├── adult-09.csv │ │ │ ├── adult-10.csv │ │ │ ├── adult-11.csv │ │ │ └── adult-12.csv │ │ ├── pr.png │ │ └── roc.png │ ├── clustering │ │ ├── README.md │ │ ├── iris.csv │ │ └── iris.js │ └── linear-regression │ │ ├── regression.js │ │ └── sample_linear_regression_data.txt └── node_modules │ └── skale │ ├── index.js │ └── ml.js ├── index.js ├── lib ├── client.js ├── context-local.js ├── context.js ├── dataset.js ├── lines.js ├── readsplit.js ├── rough-sizeof.js ├── stub-parquet.js ├── task.js └── worker-local.js ├── mkdocs.yml ├── ml ├── classification-metrics.js ├── index.js ├── kmeans.js ├── sgd-linear-model.js └── standard-scaler.js ├── package.json ├── test ├── 0_require.js ├── Makefile ├── aggregate.js ├── aggregateByKey.js ├── arrow.js ├── cartesian.js ├── coGroup.js ├── collect.js ├── count.js ├── countByKey.js ├── countByValue.js ├── data │ ├── iris.csv │ ├── iris.csv.gz │ ├── split-gz │ │ ├── iris-00.csv.gz │ │ ├── iris-01.csv.gz │ │ ├── iris-02.csv.gz │ │ └── iris-03.csv.gz │ └── split │ │ ├── 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