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algorithm's Introduction

Algorithm

My work for Introduction to Algorithm at UW Madison. All assignments are completed in Python.

Each week there is a homework that has a problem that is a mini-programming that relates to the specific topic of the week. The problem is the last question of the homework. Homework PDF is provided in each week folder (except week 11 and 12 (NP-Completeness), which did not have a programming question).

All programming solution cleared all autograder tests.

Week 1

Hello World.

Week 2

Graph - DFS Search

Week 3

Greedy Algorithm - Interval Scheduling

Week 4

Greedy Algorithm - Furthest In The Future Cache

Week 5

Divide and Conquer - Inversion Counting

Week 6

Divide and Conquer - Line Segment Intersection

Week 7

Dynamic Programming - Weighted Interval Scheduling

Week 8

Dynamic Programming - Knapsack Problem

Week 9

Network Flow - Ford-Fulkerson Algorithm

Week 10

Network Flow - Maximum Bipartite Matching

Week 13

Randomized Algorithm - Random 3-SAT

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