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  1. Solr
  2. SOLR-10784

Streaming Expressions machine learning functions library

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Details

    • New Feature
    • Status: Resolved
    • Major
    • Resolution: Resolved
    • None
    • None
    • streaming expressions
    • None

    Description

      This is an umbrella ticket for Streaming Expression's machine learning function library. It will be used in much the same way that SOLR-10651 is being used for the statistical function library.

      In the beginning many of the tickets will be based on machine learning functions in Apache Commons Math, but other ML and matrix math libraries will also used.

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          is superceded by

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12266 Add discrete Fourier transform Stream Evaluators

          • Major - Major loss of function.
          • Closed
          relates to

          New Feature - A new feature of the product, which has yet to be developed. SOLR-10884 Add nodeMatrix Stream Evaluator

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11589 Add eigenDecomp Stream Evaluator to support eigen decomposition

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11738 Add singular value decomposition Stream Evaluator

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11906 Add knnTrain and knnClassify Stream Evaluators to support k-nearest neighbor classification

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11945 Add support for Self Organizing Maps (SOM) to the machine learning library

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11952 Add onlineRegress Stream Decorator to support Streaming Regression

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12796 Add kalmanFilter to support time series forecasting

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12838 Improve diagnostics for olsRegress Stream Evaluator

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12982 Add kmeansTree Stream Evaluator to support hierarchical kmeans clustering

          • Major - Major loss of function.
          • Open

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11568 Add matrix Stream Evaluator to support efficient matrix operations

          • Major - Major loss of function.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11951 Add fitMultiVariateNormalMixtureDistribution Stream Evaluator

          • Major - Major loss of function.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12912 Add collision detection for convex hulls and enclosing disks

          • Major - Major loss of function.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. SOLR-10716 Add termVectors Stream Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-10786 Add DBSCAN clustering Streaming Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11485 Add olsRegress, spline and derivative Stream Evaluators

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11566 Add transpose Stream Evaluator to support transposing of matrices

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11588 Add matrixMult Stream Evaluator to support matrix multiplication

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11689 Add l1norm, l2norm and linfnorm Stream Evaluators

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11737 Add kmeans Stream Evaluator to support kmeans clustering

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11789 Add integrate Stream Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11862 Add fuzzyKmeans Stream Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11863 Add knnRegress Stream Evaluator to support nearest neighbor regression

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11890 Add multiKmeans Stream Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11907 Add convexHull and associated geometric Stream Evaluators

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11908 Add multiVariateNormalMixtureDistribution Stream Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11923 Add bicubicSpline Stream Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-11943 Add machine learning functions for location data

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12671 Add robust flag to knnRegress Stream Evaluator

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12811 Add enclosingDisk and associated geometric Stream Evaluators

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12828 Add oscillate Stream Evaluator to support sine wave analysis

          • Major - Major loss of function.
          • Closed

          New Feature - A new feature of the product, which has yet to be developed. SOLR-12971 Add pivot Stream Evaluator to pivot facet co-occurrence counts into a matrix

          • Major - Major loss of function.
          • Closed

          Improvement - An improvement or enhancement to an existing feature or task. SOLR-11736 Rename knn Streaming Expression to knnSearch and add new knn Stream Evaluator

          • Major - Major loss of function.
          • Closed

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              jbernste Joel Bernstein
              jbernste Joel Bernstein
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              Dates

                Created:
                Updated:
                Resolved: