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Support streaming/incremental fitting #349

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joelchen opened this issue May 7, 2024 · 0 comments

joelchen commented May 7, 2024

Memory is limited and using swap is painfully slow to fit massive amounts of data. There is discussion of incremental fitting in #8 years ago but I cannot find incremental_fit in the code. Spark has https://spark.apache.org/docs/3.1.1/api/python/reference/api/pyspark.mllib.regression.StreamingLinearRegressionWithSGD.html which also helps with limited memory with streaming data.

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