Issue #8

import java.io.BufferedReader;

import java.io.FileReader;

import java.io.IOException;

import java.nio.file.Files;

import java.nio.file.Paths;

import java.util.HashMap;

import java.util.Map;

    private static final double BACKOFF_PENALTY = 0.1;

    public Corrector(String filePath) {

    public Corrector() {

        trigramProbabilities = new HashMap<>();

        bigramProbabilities = new HashMap<>();

        unigramProbabilities = new HashMap<>();

                probability = unigramProbabilities.getOrDefault(word1.toLowerCase(), 0.0) * BACKOFF_PENALTY * BACKOFF_PENALTY;

            }

        }

        // Perplexity

        return 1.0 / probability;

    }

    public static void main(String[] args) {

        Corrector corrector = new Corrector("brown.txt");

        String input = "This is strange so choice";

        String corrected = corrector.correct(input);

        System.out.println("Corrected: " + corrected);

        if (args.length > 1 && "--file".equals(args[0])) { // check syntax

            String path = args[1];

            try {

                String content = new String(Files.readAllBytes(Paths.get(path)));

                Corrector corrector = new Corrector(); // Run corrector

                String corrected = corrector.correct(content);

                System.out.println(corrected);

            } catch (IOException e) {

                System.err.println("Error reading file: " + e.getMessage());

            }

        } else {

            System.out.println("Invalid arguments. Usage: CLI --file [path]");

        }

    }

}

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