Spark MLlib
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- Spark MLlib
- Ray - UC Berkeley RISELab
Apache Spark's scalable machine learning library. MLlib fits into Spark's APIs and interoperates with NumPy in Python (as of Spark 0.9) and R libraries (as of Spark 1.5). You can use any Hadoop data source (e.g. HDFS, HBase, or local files), making it easy to plug into Hadoop workflows.