!7

cmodule LearnTabs > DynSingleFunctionWithPrintLog {

  void doIt {

    L<File> all = listImageFiles(ai_browserTabsTrainingDataDir());

    Pair<L<File>> files = filterAntiFilter(all, f -> !fileNameContainsIC(f, "notabs"));

    pnl(pairToList(files));

    Pair<L<RGBImage>> images = pair(

      map loadImage(files.a),

      map loadImage(files.b));

    replace Entry with T3<Int, FourPointsRange, Double>.

    replace Submission with L<Entry>.

    AIStrategy_Racer_RandomWithVary<Submission> strategy = new AIStrategy_Racer_RandomWithVary;

    strategy.submit = func(Submission s) -> double {

      double score = 0;

      for (RGBImage img : images.a)

        score += imageAnalysis_332parameterScore(s, img);

      for (RGBImage img : images.b)

        score -= imageAnalysis_332parameterScore(s, img);

      ret score;

    };

    strategy.random = func -> Submission {

      ll(t3(

        random(256),

        fourPointsRange_autoSwap(random(0, 30000), random(0, 30000)),

        random()))

    };

    strategy.vary = null;

    runStrategyWhileImprovement(strategy);

    print("[done]");

  }

}