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algorithmic-complexity

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Here are 25 public repositories matching this topic...

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All 25 Python 5 C 4 Jupyter Notebook 4 C++ 2 Java 2 R 2 C# 1 Elm 1 HTML 1 Rust 1
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spamegg1 / Epp-Discrete-Math-5th-solutions

Star 142

Solutions to Susanna Epp's Discrete Mathematics book, 5th Edition

computer-science graphs functions logic probability circuits discrete-mathematics counting big-o trees proofs regular-expressions finite-state-automata number-theory sets relations algorithmic-complexity
  • Updated Aug 17, 2026
  • TeX

sztal / pybdm

Star 41

Python implementation of block decomposition method for approximating algorithmic complexity

data-science complexity kolmogorov-complexity algorithmic-information-theory algorithmic-complexity algorithmic-information-dynamics
  • Updated Jul 25, 2024
  • Python

allgebrist / Causal-Deconvolution-of-Networks

Star 30

Causal Deconvolution of Networks by Algorithmic Generative Models

network-analysis causality deconvolution algorithmic-complexity
  • Updated May 9, 2019
  • R

turtle261 / infotheory

Sponsor
Star 22

An Algorithmic Information Theory Library (And Information-theory broadly); Implements numerous approximations, estimations, as well as a comprehensive MC-AIXI Agent & Model Ensemble platform.

information-theory ensemble-learning bayesian kolmogorov-complexity algorithmic-information-theory ensemble-prediction algorithmic-complexity reinforcement-learning-agent ensemble-models aixi mc-aixi-ensemble aiqi
  • Updated Aug 10, 2026
  • Rust

allgebrist / algodyn

Star 5

Algorithmic Information Dynamics with the R Language

complex-systems algorithmic-information-theory algorithmic-complexity algorithmic-information-dynamics
  • Updated Oct 20, 2019
  • R
complexity-analyzers

rodri-oliveira-dev / complexity-analyzers

Sponsor
Star 4

Roslyn analyzer, .NET CLI and MCP server for C# complexity analysis. Estimates Big-O, detects costly patterns, measures code metrics, and compares snapshots to identify complexity regressions.

csharp roslyn dotnet mcp static-analysis code-analysis complexity developer-tools code-quality big-o code-metrics roslyn-analyzer complexity-analysis cyclomatic-complexity algorithmic-complexity mcp-server
  • Updated Nov 9, 2026
  • C#

nbtin / algo_complexity

Star 2

Nhập môn Phân tích độ phức tạp thuật toán @ HCMUS

algorithms algorithmic-complexity hcmus
  • Updated Sep 12, 2023
  • Jupyter Notebook

NeiKa0s496 / Estructura-de-Datos-2024

Star 1

2025-1 - Recursos, prácticas y proyectos de mi curso de Estructura de Datos con el profesor Canek Pélaez

java maven data-structures tree-structure time-complexity trees red-black-trees algorithms-and-data-structures algorithmic-complexity maven-pom space-complexity
  • Updated Dec 6, 2024
  • Java

boonespacedog / complexity-vector-1

Star 1

This paper proves a fundamental impossibility theorem for universal complexity measures.

information-theory category-theory dynamical-systems quantum-information algorithmic-complexity complexity-theory complexity-science impossibility-theorem arrow-s-theorem resource-monotone geometric-complexity topological-complexity vector-measures no-go-theorem
  • Updated Nov 19, 2025
  • Python

LexLoki / pybdm-lba

Star 1

Python implementation of block decomposition method for approximating algorithmic complexity

theory-of-computation kolmogorov-complexity algorithmic-information-theory algorithmic-complexity linear-bounded-automaton
  • Updated Jul 29, 2024
  • Jupyter Notebook

MichaelBalas / Fast_Fourier_Transform

Star 1

Highlighting the background, mathematical expression, algorithmic complexity and structure of the Fast Fourier Transform: one of the most influential algorithms of the 20th century.

elm mathematics fast-fourier-transform algorithmic-complexity discrete-fourier-transform
  • Updated Jan 15, 2019
  • Elm

AtharvaMewade / A-Number-Guesser

Star 1

An optimized \(O(\log n)\) number guessing game built in Python using bisection search logic. Features robust error handling with input validation, a logic-contradiction catcher to detect cheating, and custom tracking metrics that display real-time search pool reduction data.

educational-resources bisection-search algorithmic-complexity python-begineer-projects
  • Updated Jun 27, 2026
  • Python

s-kav / complexity_cost_profiler

Star 1

CostComplexityProfiler: Advanced Algorithmic Complexity Assessment Model with Unified Composite Score. A sophisticated static analysis tool designed to evaluate the "cost" of software projects across multiple dimensions beyond traditional time complexity.

profiler static-analysis assessment code-quality algorithmic-complexity software-metrics
  • Updated Oct 30, 2026
  • Jupyter Notebook

alistenberger / Sorter-Class

Star 1

WIP sorter class which will incorporate various sorting algorithms to be called from class. Intended to act as a utility sorter class where a specific sort can be selected and ran on an array. Also included in sorter class are methods to analyze the number of operations performed, by type, and the running time of these operations in CPU time.

algorithms data-structures algorithmic-complexity
  • Updated Aug 28, 2021
  • C++

Shadow129-sys / scheduling-problem-algorithm

Star 1

This is the solution of a Google Interview Question asked in a video (Google Coding Interview With A College Student) in Clement Mihailescu's channel

cpp14 competitive-programming greedy-algorithms algorithmic-complexity
  • Updated Mar 25, 2021
  • C++

sr-murthy / TPP

Star 1

Resources for the triple product property (TPP) triples computational search project

matrix-multiplication group-theory search-algorithms computer-algebra-system algorithmic-complexity finite-groups
  • Updated Nov 5, 2026
  • HTML

csng98 / push_swap

Star 0

🔢 An optimized C data-sorting pipeline that resolves constrained stack sorting puzzles within strict operation count limits using runtime selection across O(n²), O(n√n), O(n log n), and a custom disorder-adaptive sorting algorithm.

optimization data-structures sorting-algorithms team-work radix-sort c-programming algorithmic-complexity big-o-notation peer-learning stack-manipulation adaptive-sorting
  • Updated Jun 9, 2026
  • C

marianoOca / tesis

Star 0

Toolkit for measuring protein sequence algorithmic complexity

python bioinformatics r complexity protein-sequence sequence-analysis algorithmic-complexity
  • Updated Aug 29, 2025
  • Jupyter Notebook

somaya-Hassoune / push_swap

Star 0

push_swap is a sorting algorithm project from the 42/1337 curriculum, focused on sorting a stack of integers using a limited set of operations with the goal of minimizing the number of moves.

c sorting algorithms optimization data-structures stacks algorithmic-complexity stack-sorting
  • Updated Mar 31, 2026
  • C

ogutu333 / alx-low_level_programming

Star 0

This repository documents my deep dive into systems programming and computer science fundamentals as part of the ALX Software Engineering program. It focuses on C programming and foundational concepts that power modern computing.

algorithmic-complexity data-structures-and-algorithms core-c-programming build-and-project-management
  • Updated May 9, 2023
  • C

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