[D] A hacky work-around for slow linear algebra operations on pyspark.

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
Pandas pandas-dataframe parallel-computing Parallelization Dask

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  • swifter

    A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner (by jmcarpenter2)

    • Since you already have a working python script, you can try swifter with minimal effort to see if it brings about a significant speedup before digging further.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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