Puzzle Solver Algorithms ML Frameworks

Implementations of search and pathfinding algorithms applied to sliding block puzzles (8-puzzle, 15-puzzle) and similar combinatorial puzzle problems. Does NOT include general game AI, other puzzle types (memory, picture puzzles), or algorithm education outside the puzzle-solving context.

There are 64 puzzle solver algorithms frameworks tracked. The highest-rated is YashIndane/webcube at 45/100 with 54 stars.

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#	Framework	Score	Tier	Stars	Language
1	YashIndane/webcube Rubik's cube assistant on Flask webapp	45	Emerging	54	Python
2	mahdavipanah/pynpuzzle Solve, test and benchmark algorithms for N-Puzzle problem with Python	41	Emerging	37	Python
3	huyvohcmc/8-puzzle Java program to solve the 8 puzzle problem using branch and bound algorithm.	40	Emerging	19	Java
4	kyo-takano/alphacube A powerful & flexible Rubik's Cube solver	37	Emerging	21	Python
5	NiloofarShahbaz/8-puzzle-search-implementation this a python BFS , A* and RBFS implementation of 8 puzzle	34	Emerging	26	Python
6	suhasasumukh/AI-Rubiks-Cube-Solver A tool that uses ai to solve any complex Rubik's Cube pattern step by step.	33	Emerging	11	JavaScript
7	K-Konstantinidis/Freecell-Solitaire-Solver Solve any FreeCell Solitaire puzzle with 1 of the 4 different path finding...	33	Emerging	5	Java
8	gsurma/sliding_puzzle Swift implementation of the Sliding Puzzle game with Iterative Deepening A*...	33	Emerging	38	Swift
9	laar19/A-star-algortihm-8-puzzle Implementación del algoritmo A* (A estrella) para resolver el clásico juego 8 puzzle	32	Emerging	4	Jupyter Notebook
10	av1m/sliding-block-puzzles Sliding block/tile puzzle solver using multiple algorithms 🧩	31	Emerging	4	Python
11	kyo-takano/efficientcube State-of-the-Art method for solving the Rubik's Cube	31	Emerging	46	Jupyter Notebook
12	FarhanShoukat/Rubiks-Cube-Solver A comprehensive comparision of IDFS and IDA* in solving Rubik's Cube	29	Experimental	7	Python
13	schiebermc/Game_AI A collection of game AI	28	Experimental	10	Python
14	Subangkar/N-Puzzle-Problem-CPP-Implementation-using-A-Star-Search A C++ implementation of N Puzzle problem using A Star Search with...	28	Experimental	10	C++
15	FawadJawaid/8-puzzle-solver-AI This is an Artificial Intelligence project which solves the 8-Puzzle problem...	27	Experimental	8	C++
16	omarlahkim/Solveit 🧠 Tool for solving puzzles using the most common searching algorithms: BFS,...	26	Experimental	5	Python
17	NhanPhamThanh-IT/SmartEscape-RushHour 🚗 AI-powered Rush Hour puzzle solver with Pygame GUI. Features BFS, DFS, UCS...	26	Experimental	15	Python
18	risingsudhir/8-Puzzle-A-Star-Algorithm 8/15 puzzle C# implementation using A * (A Star) Algorithm.	25	Experimental	6	C#
19	AmirUCR/eight_puzzle_solver_heuristic_search Attempts to solve the 8-Puzzle by using various heuristic search methods. ...	23	Experimental	3	Jupyter Notebook
20	Siddhipatade/8-puzzle-problem 8-puzzle problem using A* algorithm	23	Experimental	3	Python
21	Arunvijay28/Memory-puzzle-game Memory puzzle Game	23	Experimental	3	JavaScript
22	DamonHolland/RubiksRobot Robot which can solve a Rubik’s Cube faster than the current official human...	22	Experimental	2	Python
23	szachnat/sise Projekty z kursu Sztuczna Inteligencja: rozwiązanie problemu 15-puzzle (BFS,...	22	Experimental	—	Python
24	stabgan/RemixRubiks I am trying to implement an AI that will solve , 3X3 cube through...	22	Experimental	—	Python
25	mohamedhassan279/8-puzzle 8 puzzle solver using: BFS, DFS, A* (Manhattan, Euclidean)	22	Experimental	1	Python
26	Daniel-Sensei/keke-is-you-competition 1st Place Winner - Hybrid AI agent combining Deep Learning (move prediction)...	21	Experimental	—	Python
27	nguyenkhanhquy/n-puzzle Final term project of the "Artificial Intelligence" course	20	Experimental	6	Python
28	repelliuss/NPuzzle-DL A sliding puzzle game for Android with deep learning techniques, written in...	20	Experimental	8	Java
29	smolkaj/rubix A minimalistic Rubik's cube solver using linear algebra	19	Experimental	1	Python
30	RasmusNylander/litaire A solver of real, physical klondike solitaire game	19	Experimental	3	Java
31	SentientOrange/Rubiks-Cube Reinforcement Learning program that looks to be able to quickly learn to...	19	Experimental	15	Python
32	sminerport/EightPuzzleSolver A* search algorithm implementation for solving 8-puzzle problem. Includes...	18	Experimental	2	Python
33	itakurah/15-puzzle-cnn-solver Android app that uses CNN and IDA* algorithms to detect and solve 15-Puzzles	18	Experimental	2	Java
34	dgovor/Eight-Puzzle-Solver AI model that solves an 8-puzzle problem using the A* search algorithm	18	Experimental	2	MATLAB
35	shakil-t/Artificial-Intelligence AI algorithms	17	Experimental	1	Java
36	Parneet-Sandhu/8-Puzzle-Problem The 8-puzzle is a classic problem that involves sliding tiles in a 3x3 grid...	17	Experimental	1	Python
37	mmarinel/N-Puzzle-AI an AI that can solve the NxN N-Puzzle for N=3, 4, 5, ...	17	Experimental	1	C++
38	pprobst/npuzzle-solvers 🧩 Implementation of various search algorithms to solve 8-Puzzle and...	17	Experimental	1	C++
39	elshorbagyx/fifteen-puzzle-solver A generalized (pq) puzzle solver with Weighted Iterative Deepening A*...	17	Experimental	1	Python
40	stepniaczky/FifteenPuzzle "Fifteen puzzles" solver using BFS, DFS, A* algorithms for searching graphs...	17	Experimental	1	Python
41	pedroMVicente/nuruomino-solver Constraint satisfaction puzzle solver implementing multiple AI search...	14	Experimental	1	Python
42	stefanosGerschKoutsogiannis/8_Puzzle_Extended This repository implements a solver for an extended 8-Puzzle game, where...	13	Experimental	—	Java
43	MuhammedAdelTaha/8-Puzzle-AI-Solver Informed and Uninformed search algorithms.	13	Experimental	—	Python
44	Shreyaa322/DFS-solver-15-puzzle-problem- Depth-First Search (DFS) solver for the 15-puzzle problem with depth...	13	Experimental	—	Python
45	lukaszjecek/SISE Implementations of classic AI methods including search algorithms for the...	13	Experimental	—	Python
46	VarsshanCoder/Puzzle-Game-2.0 🤖🧩 AI-Powered Adaptive Puzzle Game \| Real-time ML difficulty adjustment...	13	Experimental	—	JavaScript
47	wise-saint/Comparative-Analysis-of-BFS-DFID-A-star-and-IDA-star-Algorithms-on-the-15-Puzzle-Problem Comparison of BFS, DFID, A* and IDA* algorithms on the 15-Puzzle Problem.	13	Experimental	—	C++
48	theosorus/deep-rubiks A modern implementation of the DeepCubeA algorithm for solving Rubik's Cube...	12	Experimental	3	Python
49	rudra00434/AI_8puzzle_solver 8 Puzzle Solver using A Algorithm and Pygame* This project is a visual and...	11	Experimental	2	Python
50	jmbhughes/slidingpuzzle A sliding puzzle package for Python	11	Experimental	—	Python
51	laar19/IDA-star-algorithm-8-puzzle Implementación del algoritmo IDA* (Iterative Deepening A estrella) para...	11	Experimental	—	Jupyter Notebook
52	sahirnoorali/state-space-search-ai Solving RGB Puzzle via State Space Search Algorithms	11	Experimental	4	Java
53	lunzai/segi-btl3124-8puzzle A Python script to solve the 8-puzzle problem using BFS, DFS, and A* search...	11	Experimental	—	Python
54	Ab-Rehman99/8-Puzzle-Problem-solving-using-A_star-Algorithm A program to solve 8 Puzzle problem using A* search Algorithm	11	Experimental	—	Python
55	xtruhlar/AI-8-Puzzle-game-using-A-star Simple 8 puzzle game solved by Artificial Intelligence	11	Experimental	—	Python
56	BiagioFesta/FastMysticSquare A very fast 15-puzzle solver	11	Experimental	—	C++
57	Nikhil-prog/8-puzzle-solver 8 puzzle solver, a python program that solves the modified version of ...	11	Experimental	—	Python
58	saumyaphadkar24/26-Puzzle A twist on the popular 8 Puzzle problem in AI	11	Experimental	—	Python
59	barbaracalderon/ine5633-8puzzle Jogo 8-puzzle com soluções segundo Busca Custo Uniforme e Busca Heurística.	11	Experimental	—	Python
60	PashalisTsirts/The-15puzzle-8puzzle--AStar--Depth-First-Search--Artificial-Intelligence- Solving the 15puzzle or 8puzzle game with A* & IDS algorithms	11	Experimental	—	Java
61	theunwisewolf/8Puzzle-Solver-Java 8Puzzle Solver In Java!	11	Experimental	—	Java
62	L-I-M-I-T/AI_8figures 使用启发式搜索解决8数码问题，前期版本基于STL维护open表和close表效率比较低，后期版本使用哈希映射进行了优化。	10	Experimental	2	C++
63	morkev/8-puzzle-graph-traversal Write a program to solve the 8-puzzle problem (and its natural...	10	Experimental	2	Java
64	IsaacCheng9/8-puzzle-heuristic-search An implementation of the A* search algorithm to solve the 8-puzzle problem,...	10	Experimental	2	Python

Comparisons in this category

alphacube and efficientcube (37 vs 31)