Memory is limited and using swap is painfully slow to fit massive amounts of data. There is discussion of incremental learning in #46 years ago but I cannot find partial_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 tackles limited memory with streaming data.
Memory is limited and using swap is painfully slow to fit massive amounts of data. There is discussion of incremental learning in #46 years ago but I cannot find partial_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 tackles limited memory with streaming data.