Distinct Subsequences

Problem Statement

Given two strings s and t, return the number of distinct subsequences of s which equals t.

The test cases are generated so that the answer fits on a 32-bit signed integer.

Leetcode Link

Example 1:

Input: s = "rabbbit", t = "rabbit"
Output: 3

Example 2:

Input: s = "babgbag", t = "bag"
Output: 5

Constraints:

• 1 <= s.length, t.length <= 1000
• s and t consist of English letters.

Code

Python Code

class Solution:
    def numDistinct(self, s, t):
        dp = [[0] * (len(s) + 1) for _ in range(len(t) + 1)]
        for col in range(len(dp[0])):
            dp[0][col] = 1
        for x in range(1, len(s) + 1):
            for y in range(1, len(t) + 1):
                if s[x - 1] == t[y - 1]:
                    dp[y][x] = dp[y - 1][x - 1] + dp[y][x - 1]
                else:
                    dp[y][x] = dp[y][x - 1]
        return dp[-1][-1]

Java Code

public int numDistinct(String S, String T) {
    // array creation
    int[][] mem = new int[T.length()+1][S.length()+1];

    // filling the first row: with 1s
    for(int j=0; j<=S.length(); j++) {
        mem[0][j] = 1;
    }

    // the first column is 0 by default in every other rows but the first, which we need.

    for(int i=0; i<T.length(); i++) {
        for(int j=0; j<S.length(); j++) {
            if(T.charAt(i) == S.charAt(j)) {
                mem[i+1][j+1] = mem[i][j] + mem[i+1][j];
            } else {
                mem[i+1][j+1] = mem[i+1][j];
            }
        }
    }

    return mem[T.length()][S.length()];
}