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ExpFamilyPCA.jl vs IBM SPSS Statistics

What both publish

FactExpFamilyPCA.jlIBM SPSS Statistics
Free planYesNo
LicenseThe GitHub repository identifies the project as MIT licensed.SPSS Statistics is distributed under IBM license agreements such as the IBM Customer Agreement or International Program License Agreement rather than an open-source license.
PurposeExpFamilyPCA.jl is a Julia package for exponential family principal component analysis, a generalization of PCA for non-Gaussian data.IBM describes SPSS Statistics as a statistical analysis platform for extracting insights from data using statistical testing, predictive modeling, regression, forecasting, data preparation and automated analysis.

ExpFamilyPCA.jl plans

  • Open-source packageFree

IBM SPSS Statistics plans

  • Base subscription$99 a month
  • Custom Tables and Advanced Statistics$79 a month
  • Forecasting and Decision Trees$79 a month
  • Complex Sampling and Testing$79 a month
  • Base EditionPriced on request
  • Base Edition—

Pick ExpFamilyPCA.jl if…

You want what its maker publishes above — check its page for the details.

Pick IBM SPSS Statistics if…

It suits students, faculty, academic institutions, and organizations that need statistical analysis, modeling, or forecasting. Its desktop platform support and licensing restrictions are worth checking before choosing a plan.

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