• Templates
• Programming Tools
• Algorithm Snippets

• The Master Template works with all versions of Python and enables Python 3 code internally.
• Version Specific Templates: PyPy 2, Python 3

• bootstrap for recursion
• FastIO
• heapq
• sorted
• py3k compatibility tools
• random
• str.split for whitespace
• Bit Hacks
• 32-bit Modular Arithmetic
• Memoize Decorators
• C++ syle cout
• Interactive Runner
• Stress Tester
• Alpha–Beta Pruning
• Longest Increasing Subsequence
• K-th Order Statistic

• Algebra
  • (Multivariable) Chinese Remainder Theorem
  • Discrete Logarithm
  • Least Common Multiple
  • Integer Factorization
  • Fast Fourier Transform
  • Fast Subset Transform
  • Number Theoretic Transform
  • Deterministic Miller-Rabin Primality Test
  • Tonelli–Shanks Algorithm
  • Generalized Modular Inverse
  • Euler's Phi Function
  • Primitive Root
  • Sieve of Eratosthenes
• Data Structures
  • Bit Array
  • Binary Indexed (Fenwick) Tree
  • Fractions
  • Continued Fractions
  • Disjoint-Set (Union Find) Data Structure
  • Generic Nodes
  • Linked List
  • Range Query Data Structure
  • (Lazy) Segment Tree
  • Persistent Segment Tree
  • Sorted List
  • Treap
  • Trie Tree
  • 2-satisfiability Template
• Geometry
  • Convex Hull
  • Line Functions
  • Polygon Functions
  • Vector Functions
• Graphs
  • Bellman-Ford Algorithm
  • Breadth First Search
  • Connected Components Search
  • Brent's Algorithm for Cycle Detection
  • Depth First Search
  • Dijkstra's Algorithm
  • Eulerian Path
  • Path Constructor
  • Floyd-Warshall Algorithm
  • Bipartite Graph Check
  • Kruskal's Algorithm with Disjoin Set Union
  • Prim's Algorithm
  • Tarjan's Algorithm
  • Topological Sorting
• Combinatorics
  • General Purpose Numbers
  • Lucas's Theorem
  • Partition Function
• Linear Algebra
  • Matrix Arithmetic, Exponentiation, Determinant, and Inverse
  • Gaussian Elimination
  • Multivariable Chinese Remainder Theorem
• Numerical
  • Linear Recurrence Template
  • Hill Climbing Algorithm
  • Approximate Integration
  • Polynomial Interpolation
  • Integer Roots
  • Binary Search
• Strings
  • Knuth–Morris–Pratt Algorithm
  • Longest Common/Palindromic Subsequences
  • Longest Common Substring
  • Manacher's Algorithm
  • Lydon Factorization

Apache-2.0 (c) 2019