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A platform-centric approach to developing analytical tools and solutions aiming to maximize the advantages of combining multiple analytic toolsets (AI/ML, BI, SQL, Quantum, IoT, MapReduce, NLP, DL/CV, etc.) in a single analytic process or a system of agent processes. Also, the InterSystems-led community for the practitioners of this approach.
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README.md

Featured Materials

Global Webinars

Local Webinars DACH

Local Webinars CIS

Articles

Collaboration Experience

Tutorials

Links to Required Downloads

  • InterSystems IRIS Community Edition: download a community edition of InterSystems IRIS data platform here - create an account to start the download
  • ML Toolkit: Python Gateway: download an open-source set of extensions to InterSystems IRIS for in-platform orchestration of Python here
  • ML Toolkit: R Gateway: download an open-source set of extensions to InterSystems IRIS for in-platform orchestration of R here

Repository Resources Legend

  • Programs: program classes for pre-configured showcases
  • Data: source data for showcases
  • Tables: table classes for showcases

Root Resources

  • Download the illustrated ML Toolkit learning guide here
  • Check how to edit BPL annotations here

Showcases (Programs/Data/Tables):

  • 001 Sentiment Analysis - SENTIMENT.cls/SENTIMENT_NEG_UTF8.txt, SENTIMENT_POS_UTF8.txt, SENTIMENT_UNK_UTF8.txt/SENTIMENTNEG.cls, SENTIMENTPOS.cls, SENTIMENTUNK.cls
  • 002 Engine Condition Classification - ENGINES.cls/ENGINES_EVEN.txt, ENGINES_ODD.txt/ENGINESEVEN.cls, ENGINESODD.cls
  • 003 Reimbursement Request Check - RECORD.cls/RECORD_TEST.txt, RECORD_TRAIN.txt/RECORDTEST.cls, RECORDTRAIN.cls
  • 004 Retail Cannibalization Analysis - CANNIBALIZATION.cls/CANNIBALIZATION.txt/CANNIBALIZATIONVOLUMEYEARWEEKCATEGORYDESC.cls
  • 005 Marketing Campaign Optimization - CAMPAIGN.cls/CAMPAIGN_APPLY.txt, CAMPAIGN_TRAIN.txt/CAMPAIGNAPPLY.cls, CAMPAIGNTRAIN.cls
  • 006 Rail Time Series Discovery - INTRA.cls/INTRA.txt
  • 007 Housing Debts Prediction - HOUSING.cls/HOUSING_TEST.txt, HOUSING_TRAIN.txt/HOUSINGTEST.cls, HOUSINGTRAIN.cls
  • 008 Diseases Network Analysis - DISEASES.cls/DISEASES_MATRIX.txt, DISEASES_NODES.txt/DISEASESMATRIX.cls, DISEASESNODES.cls
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