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@IBMPredictiveAnalytics IBM SPSS Predictive Analytics

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    252 repositories

    • IBMPredictiveAnalytics.github.io

      Public
      Organization page
      CSS
      •9•17•0•0•Updated Dec 17, 2024Dec 17, 2024

    • SPSSINC_PROCESS_FILES

      Public
      Apply a file of syntax to a set of data files
      HTML
      •
      Apache License 2.0
      •0•2•0•0•Updated Dec 17, 2024Dec 17, 2024

    • STATS_RELIMP

      Public
      Relative importance measures for regression
      R
      •
      Apache License 2.0
      •0•1•0•0•Updated Nov 11, 2024Nov 11, 2024

    • STATS_IMBALANCED

      Public
      This extension improves performance with imbalanced datasets.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 14, 2024Oct 14, 2024

    • FUZZY

      Public
      Perform exact or fuzzy case-control matching.
      Python
      •
      Apache License 2.0
      •3•3•2•0•Updated Oct 5, 2024Oct 5, 2024

    • STATS_TABLE_CALC

      Public
      Calculate with pivot table cells
      HTML
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      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2024Oct 5, 2024

    • STATS_PREPROCESS

      Public
      Perform selected transformations to modify variable distribut ion properties
      HTML
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2024Oct 5, 2024

    • STATS_CONVERT_PYTHON

      Public
      This extension command convert SPSS syntax files that contain BEGIN PROGRAM blocks of Python 2 code or Python 2 files to Python 3.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2024Oct 5, 2024

    • SPSSINC_TRANS

      Public
      Apply a Python function to case data.
      HTML
      •
      Apache License 2.0
      •0•2•0•0•Updated Oct 5, 2024Oct 5, 2024

    • STATS_MAKE_CATALOG

      Public
      Build a dataset of variable information from multiple datasets.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2024Oct 5, 2024

    • SPSSINC_RAKE

      Public
      Calculate weights to control totals in up to ten dimensions by rim weighting, i.e. raking
      HTML
      •
      Apache License 2.0
      •5•3•0•0•Updated Oct 5, 2024Oct 5, 2024

    • STATS_UPDATE

      Public
      CSS
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2024Oct 5, 2024

    • STATS_MAKE_CASES

      Public
      A conversion of the custom dialog to make a dataset of random data according to any of the distributions supported in the rv.* functions plus the triangular distribution.
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Oct 5, 2024Oct 5, 2024

    • Naive_Bayes_Classifier

      Public
      Naive Bayes classification with optional predictor selection Description: This extension provides a user interface for the NAIVEBAY ES command. It fits the Naive Bayes classification model for a catego rical dependent variable. You can specify whether all available predi ctors are used or whether the procedure selects the best predictors. The ex…
      HTML
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 5, 2024Oct 5, 2024

    • PLS

      Public
      Partial least squares regression
      Python
      •
      Apache License 2.0
      •2•10•0•0•Updated Oct 1, 2024Oct 1, 2024

    • STATS_TEXTANALYSIS

      Public
      This procedure provides tools for working with text variables. It provides frequencies, sentiment analysis, searching, and spelling checks.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 26, 2024Sep 26, 2024

    • STATS_NORMALITY_ANALYSIS

      Public
      Univariate and muiltivariate tests and plots for normality of a set of variables
      HTML
      •
      GNU General Public License v2.0
      •0•0•0•0•Updated Sep 26, 2024Sep 26, 2024

    • STATS_EXTENSION_REPORT

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 17, 2024Sep 17, 2024

    • SPSSINC_MODIFY_TABLES

      Public
      Modify the appearance of pivot tables.
      Python
      •
      Apache License 2.0
      •1•2•0•0•Updated Sep 17, 2024Sep 17, 2024

    • STATS_PACKAGE_INSTALL

      Public
      It installs Python or R modules needed by a begin program block or an extension command whose install did not install them. This will make this process easier than the current means and reduce the difficulty of installing packages that need items from PyPI or CRAN. It is not uncommon for CRAN packages not to list all their dependencies.
      Python
      •
      Apache License 2.0
      •4•0•0•1•Updated Sep 17, 2024Sep 17, 2024

    • STATS_POPULATION_DESCRIPTIVES

      Public
      Descriptive Statistics for a Population.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 17, 2024Sep 17, 2024

    • krr

      Public
      Fits kernel ridge regression models using the Python sklearn.kernel_ridge.KernelRidge class to estimate a kernel ridge regression of a dependent variable on one or more independent variables with specified model hyperparameters, or selection of hyperparameter values over a specified grid of values via crossvalidation by also using the sklearn.mo…
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 6, 2024Jun 6, 2024

    • STATS_NTILE_ANALYSIS

      Public
      This procedure, also known in the literature as decile analysis, produces a table and charts that group the predicted probabilities from a classification procedure such as logistic regression, trees, and SVM into ntiles in order to better understand their distribution and to assist in using these for formulating decision rules.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated May 3, 2024May 3, 2024

    • STATS_LINEAR_ELASTIC_NET_REGRESSION

      Public
      Fits linear elastic net regression models using Python sklearn classes.
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Apr 23, 2024Apr 23, 2024

    • STATS_LINEAR_RIDGE_REGRESSION

      Public
      Fits linear ridge regression models using Python sklearn classes.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Apr 23, 2024Apr 23, 2024

    • STATS_LINEAR_LASSO_REGRESSION

      Public
      Fits linear lasso regression models using Python sklearn classes.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Apr 23, 2024Apr 23, 2024

    • SPSSINC_GETURI_DATA

      Public
      Open an SPSS, Excel, SAS, or Stata dataset from a web url.
      HTML
      •
      Apache License 2.0
      •0•0•0•0•Updated Nov 29, 2023Nov 29, 2023

    • PSM

      Public
      Propensity Score Matching
      HTML
      •
      Apache License 2.0
      •0•4•0•0•Updated May 1, 2023May 1, 2023

    • STATS_PSM

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Apr 17, 2023Apr 17, 2023

    • SPSSINC_PROCESS_FILESORIG

      Public
      This procedure applies a file of syntax to each of a grou p of selected files. It defines file handles and macros for use in th e syntax file, and provides various options for handling Viewer and d ata output.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Feb 7, 2023Feb 7, 2023