Completion ranking


Vladimir Koshelev

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Project description

One of the most popular features of IDE is code completion. For dynamic programming languages one of possible solutions for code completion is so-called "text-based code completion". However, to be useful, results of text-based code completion should be ranked. The goals of the project are:

  • implement infrastructure for evaluating quality of ranking;
  • investigate ranking approaches;
  • use n-gram approach for ranking results of text-based completion.
  • Java;
  • Kotlin;
  • Idea plugin;
  • Statistics;
  • ML.
Desired result

Implementation of infrastructure for ranking evaluation and evaluation of ranking approaching using the infrastructure.


Programming languages necessary for the project: Java / Kotlin

Knowledge / skills

  • Algorithm;
  • Static Analysis;
  • Statistics;
  • ML.