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 62 puzzle solver algorithms frameworks tracked. The highest-rated is YashIndane/webcube at 38/100 with 54 stars.

Get all 62 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	YashIndane/webcube Rubik's cube assistant on Flask webapp	38	Emerging	54	Python
2	kyo-takano/alphacube A powerful & flexible Rubik's Cube solver	35	Emerging	21	Python
3	mahdavipanah/pynpuzzle Solve, test and benchmark algorithms for N-Puzzle problem with Python	34	Emerging	37	Python
4	huyvohcmc/8-puzzle Java program to solve the 8 puzzle problem using branch and bound algorithm.	33	Emerging	19	Java
5	NiloofarShahbaz/8-puzzle-search-implementation this a python BFS , A* and RBFS implementation of 8 puzzle	27	Experimental	26	Python
6	MinhasKamal/PicPuzzle Naive AI Aided Sliding Puzzle Game (picture-image-block-tile-maze-riddle)	27	Experimental	4	Java
7	suhasasumukh/AI-Rubiks-Cube-Solver A tool that uses ai to solve any complex Rubik's Cube pattern step by step.	26	Experimental	11	JavaScript
8	K-Konstantinidis/Freecell-Solitaire-Solver Solve any FreeCell Solitaire puzzle with 1 of the 4 different path finding...	26	Experimental	5	Java
9	gsurma/sliding_puzzle Swift implementation of the Sliding Puzzle game with Iterative Deepening A*...	26	Experimental	38	Swift
10	A2andil/Puzzle Artificial Intelligence - 8/15 Puzzle Game(A*, BFS, GBFS & Bi-Directional)	26	Experimental	8	C#
11	laar19/A-star-algortihm-8-puzzle Implementación del algoritmo A* (A estrella) para resolver el clásico juego 8 puzzle	25	Experimental	4	Jupyter Notebook
12	MohamedEsssam/8Puzzle-Solver The 8-puzzle game solver is an AI project where I applied 3 different AI...	24	Experimental	4	Java
13	kyo-takano/efficientcube State-of-the-Art method for solving the Rubik's Cube	24	Experimental	46	Jupyter Notebook
14	av1m/sliding-block-puzzles Sliding block/tile puzzle solver using multiple algorithms 🧩	24	Experimental	4	Python
15	becelli/8-puzzle Repository featuring an optimized 8-Puzzle Game solution in TypeScript and...	22	Experimental	1	TypeScript
16	stabgan/RemixRubiks I am trying to implement an AI that will solve , 3X3 cube through...	22	Experimental	—	Python
17	FarhanShoukat/Rubiks-Cube-Solver A comprehensive comparision of IDFS and IDA* in solving Rubik's Cube	22	Experimental	7	Python
18	szachnat/sise Projekty z kursu Sztuczna Inteligencja: rozwiązanie problemu 15-puzzle (BFS,...	22	Experimental	—	Python
19	schiebermc/Game_AI A collection of game AI	21	Experimental	10	Python
20	Subangkar/N-Puzzle-Problem-CPP-Implementation-using-A-Star-Search A C++ implementation of N Puzzle problem using A Star Search with...	21	Experimental	10	C++
21	NhanPhamThanh-IT/SmartEscape-RushHour 🚗 AI-powered Rush Hour puzzle solver with Pygame GUI. Features BFS, DFS, UCS...	20	Experimental	15	Python
22	FawadJawaid/8-puzzle-solver-AI This is an Artificial Intelligence project which solves the 8-Puzzle problem...	20	Experimental	8	C++
23	omarlahkim/Solveit 🧠 Tool for solving puzzles using the most common searching algorithms: BFS,...	19	Experimental	5	Python
24	Daniel-Sensei/keke-is-you-competition 1st Place Winner - Hybrid AI agent combining Deep Learning (move prediction)...	19	Experimental	—	Python
25	JimWid/Rubiks_Cube_Solver Computer Vision webapp to detect and solve physical Rubik's Cubes in real...	19	Experimental	—	TypeScript
26	EbanEscott/Solitaire-Odds An AI-powered Solitaire engine comparing different algorithms to determine...	19	Experimental	—	Java
27	Samuel-BlankAmber/linkedin-games-ai Automatic solver for the six LinkedIn games: Tango, Queens, Pinpoint,...	18	Experimental	3	TypeScript
28	vladimir-st/8-Puzzle-Game C# Console app that solves the 8 puzzle game	18	Experimental	5	C#
29	SasankYadati/8puzzle A sliding block puzzle, whose solution is found using A* Search.	18	Experimental	5	C++
30	risingsudhir/8-Puzzle-A-Star-Algorithm 8/15 puzzle C# implementation using A * (A Star) Algorithm.	18	Experimental	6	C#
31	DianaVasiliu/Klotski-solver Artificial Intelligence project to compare different search algorithms -...	17	Experimental	3	Python
32	AmirUCR/eight_puzzle_solver_heuristic_search Attempts to solve the 8-Puzzle by using various heuristic search methods. ...	16	Experimental	3	Jupyter Notebook
33	soroshzzz26/15-puzzle-game-ai Some basic Ai algorithms used to solve 15 puzzle game	16	Experimental	3	JavaScript
34	Arunvijay28/Memory-puzzle-game Memory puzzle Game	16	Experimental	3	JavaScript
35	Siddhipatade/8-puzzle-problem 8-puzzle problem using A* algorithm	16	Experimental	3	Python
36	mohamedhassan279/8-puzzle 8 puzzle solver using: BFS, DFS, A* (Manhattan, Euclidean)	15	Experimental	1	Python
37	DamonHolland/RubiksRobot Robot which can solve a Rubik’s Cube faster than the current official human...	15	Experimental	2	Python
38	VarsshanCoder/Puzzle-Game-2.0 🤖🧩 AI-Powered Adaptive Puzzle Game \| Real-time ML difficulty adjustment...	15	Experimental	—	JavaScript
39	lukaszjecek/SISE Implementations of classic AI methods including search algorithms for the...	15	Experimental	—	Python
40	PooyaNasiri/Tower-Of-Hanoi A.I. solving Hanoi Tower. A C# console app for solving hanoi tower problem.	15	Experimental	—	C#
41	PooyaNasiri/Knights-Tour A.i. Knight tour solver.	15	Experimental	—	C#
42	PooyaNasiri/8Puzzle A.I. 8 puzzle solver.	15	Experimental	—	C#
43	nguyenkhanhquy/n-puzzle Final term project of the "Artificial Intelligence" course	13	Experimental	6	Python
44	repelliuss/NPuzzle-DL A sliding puzzle game for Android with deep learning techniques, written in...	13	Experimental	8	Java
45	smolkaj/rubix A minimalistic Rubik's cube solver using linear algebra	12	Experimental	1	Python
46	MrSuicideParrot/IA-TP1 1º Trabalho Prático de Inteligência Artificial FCUP - 2016/2017	12	Experimental	—	Java
47	SentientOrange/Rubiks-Cube Reinforcement Learning program that looks to be able to quickly learn to...	12	Experimental	15	Python
48	RasmusNylander/litaire A solver of real, physical klondike solitaire game	12	Experimental	3	Java
49	sminerport/EightPuzzleSolver A* search algorithm implementation for solving 8-puzzle problem. Includes...	11	Experimental	2	Python
50	dgovor/Eight-Puzzle-Solver AI model that solves an 8-puzzle problem using the A* search algorithm	11	Experimental	2	MATLAB
51	MuhammedAdelTaha/8-Puzzle-AI-Solver Informed and Uninformed search algorithms.	11	Experimental	—	Python
52	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.	11	Experimental	—	C++
53	stefanosGerschKoutsogiannis/8_Puzzle_Extended This repository implements a solver for an extended 8-Puzzle game, where...	11	Experimental	—	Java
54	Shreyaa322/DFS-solver-15-puzzle-problem- Depth-First Search (DFS) solver for the 15-puzzle problem with depth...	11	Experimental	—	Python
55	itakurah/15-puzzle-cnn-solver Android app that uses CNN and IDA* algorithms to detect and solve 15-Puzzles	11	Experimental	2	Java
56	mmarinel/N-Puzzle-AI an AI that can solve the NxN N-Puzzle for N=3, 4, 5, ...	10	Experimental	1	C++
57	shakil-t/Artificial-Intelligence AI algorithms	10	Experimental	1	Java
58	prithvi-narayan-bhat/8_tile_puzzle_problem An attempt to build an agent to solve a modifed version of the 8 puzzle problem	10	Experimental	1	Python
59	elshorbagyx/fifteen-puzzle-solver A generalized (pq) puzzle solver with Weighted Iterative Deepening A*...	10	Experimental	1	Python
60	Parneet-Sandhu/8-Puzzle-Problem The 8-puzzle is a classic problem that involves sliding tiles in a 3x3 grid...	10	Experimental	1	Python
61	stepniaczky/FifteenPuzzle "Fifteen puzzles" solver using BFS, DFS, A* algorithms for searching graphs...	10	Experimental	1	Python
62	pprobst/npuzzle-solvers 🧩 Implementation of various search algorithms to solve 8-Puzzle and...	10	Experimental	1	C++

Comparisons in this category

alphacube and efficientcube (35 vs 24)