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Collection of algorithm implementations from various sources plus own creations.
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jas-nat/python-algorithms
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Implementations of a various algorithms and datastructures!
- Karatsuba Multiplication
- Basic Sorting
- Rabin-Miller primality test
- Sieve of Eratosthenes for prime numbers
- Binary Search
- Counting Inversions in an array
- Selecting ith order statistic in an array
- Graph datastructure (directed & undirected)
- Graph Algos
- Topological Sorting
- Shortest hops
- DFS
- BFS
- Connected Components
- Dijkstra's Shortest Path - O(mlogn)
- Prim's Minimum Cost Spanning Tree - O(mlogn)
- Kruskal's Minimum Spanning Tree - O(mlogn)
- Max k Clustering
- Bellman Ford
- Floyd Warshall
- Johnson's Algorithm
- Heap datastructure
- Max heaps
- Min heaps (priority queue)
- Heapsort
- Job Scheduling
- UnionFind Data Structure
- Binary Search Tree
- Kandane's Algorithm
- Knapsack Problem (0/1 and unbounded)
- Longest Increasing Subsequence
- Longest Common Subsequence
- Prefix Tries
- Stack ADT (with example problems)
- String Reverse
- Parenthesis Matching
- Infix to Postfix