Classic AI Algorithms ML Frameworks

Foundational algorithm implementations and educational resources covering core AI concepts (search, logic, inference, optimization). Does NOT include modern deep learning frameworks, neural networks, or domain-specific applications like computer vision or NLP.

There are 54 classic ai algorithms frameworks tracked. The highest-rated is ikokkari/AI at 49/100 with 15 stars.

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#	Framework	Score	Tier	Stars	Language
1	ikokkari/AI Material for the course CCPS 721 Artificial Intelligence, by Ilkka Kokkarinen	49	Emerging	15	Java
2	BelloneLab/lisbet LISBET Is a Social BEhavior Transformer (LISBET)	46	Emerging	12	Python
3	sangwook236/SWDT Sang-Wook's Development and Testing (SWDT)	45	Emerging	17	C++
4	mithi/particle-filter-prototype Particle Filter Implementations in Python and C++, with lecture notes and...	43	Emerging	43	Jupyter Notebook
5	sangwook236/SWL Sang-Wook's Library (SWL)	39	Emerging	12	C++
6	daniel-s-ingram/ai_for_robotics Visualizations of algorithms covered in Sebastian Thrun's excellent...	39	Emerging	161	Python
7	Jack47/hack-SysML The road to hack SysML and become an system expert	37	Emerging	512	Emacs Lisp
8	IBM/nesa-demo Demo for Neuro-Symbolic Agent (LOA)	37	Emerging	17	Python
9	arya2004/artificial-intelligence Artificial Intelligence University Lab	35	Emerging	2	Python
10	hanzopgp/ModernApproachAIExercices Artificial Intelligence A Modern Approach 4th edition exercices.	34	Emerging	51	—
11	tsyet12/Duelist-Algorithm-Python A Python implementation of the paper "Duelist Algorithm: An Algorithm...	33	Emerging	8	Python
12	luizcartolano2/mc907-mobile-robotics Repository to share projects and studies on mobile robotics. Course taught...	33	Emerging	3	Jupyter Notebook
13	probabilisticrobotics/probabilisticrobotics.github.io Website of the ICRA 2024 workshop on probabilistic robotics.	32	Emerging	5	JavaScript
14	xiayouran/IALib Introduction to Intelligent Algorithms	32	Emerging	5	Python
15	fahmisalman/AI-Python Implementation of AI algorithm from scratch that I learned in college	31	Emerging	2	Jupyter Notebook
16	is3rlab/is3rlab.github.io Intelligent Social Systems and Swarm Robotics Lab (IS3R)	31	Emerging	3	HTML
17	Kidel/Artificial-Intelligence-Py Metaheuristic and probabilistic search algorithms and Neural Network...	31	Emerging	3	Jupyter Notebook
18	AAAI-DISIM-UnivAQ/python4cogrobotics Python for Cognitive Robotics mind map	31	Emerging	4	—
19	pierpaolo28/Alleviate-Children-s-Health-Issues-through-Games-and-Machine-Learning Dissertation Project for my Undergraduate Degree BEng Electronic Engineering...	30	Emerging	6	Jupyter Notebook
20	xkhainguyen/ai-robotics-udacity probabilistic inference, planning and search, localization, tracking and control	29	Experimental	1	Jupyter Notebook
21	OllieKampo/aloy Algorithms and data structures for artificial intelligence, machine...	29	Experimental	1	Python
22	bralani/icon22-23 Software di gestione degli incroci semaforici sfruttando tecnologie di...	27	Experimental	13	Python
23	tapyu/algorithms Algorithms implemented throughout my academic life	26	Experimental	9	Jupyter Notebook
24	university-computer-science/Intelligenza-Artificiale Corso seguito presso Università di Parma nella facoltà di Informatica	25	Experimental	6	Prolog
25	turhancan97/Artificial-Intelligence-for-Robotics Basic methods in Artificial Intelligence, including: probabilistic...	23	Experimental	4	Jupyter Notebook
26	GIP22-Pack-a-Punch/Moddy Moddy, una scatola 📦 modulare nata per soddisfare le esigenze nella...	21	Experimental	9	—
27	mjmaher987/Artificial-Intelligence Artificial Intelligence + Deep Learning	20	Experimental	8	Jupyter Notebook
28	raphaelsenn/ai-notebooks Some ai notebooks about Rational agents, Searching, Constraint satisfaction,...	18	Experimental	2	Jupyter Notebook
29	amnezja3/AI_Bot_consciousness_programming amateur python code ...	18	Experimental	2	Python
30	kecol/aima "Artificial Intelligence - A Modern Approach - Third Edition"	17	Experimental	1	Jupyter Notebook
31	garynth41/-Java-Programming-and-Software-Engineering-Fundamentals-Specialization About this Specialization: Take your first step towards a career in software...	17	Experimental	1	JavaScript
32	Caknoooo/Artificial-Intelligence-Algorithm This repository contains all of my learning about Artificial Intelligence in...	17	Experimental	1	Jupyter Notebook
33	brian-emarquez/Artificial-intelligence Learn Artificial Intelligence (AI), and apply them. Design intelligent...	17	Experimental	1	JavaScript
34	anshumansinha3301/Data-Structures-for-Artificial-Intelligence Data Structures and Algorithm implementation in Artificial Intelligence...	17	Experimental	1	Python
35	wayeolajustice/Hello Software Development and Artificial intelligence	15	Experimental	1	C
36	saad2134/ai 🧠 Various Artificial Intelligence (AI) programs for solving problems,...	15	Experimental	2	Python
37	brayandiazssjd/robocop This repository is dedicated to Fundementals of Systems Science.	13	Experimental	—	Python
38	Giut0/TrainDelay-project Progetto per il corso ICON2223	13	Experimental	—	Prolog
39	tamajit-banerjee/Robot_Localization Robot Localization using Hidden Markov Model	13	Experimental	—	Python
40	AnneLivia/ArtificialIntelligence Algorithms implemented while studying Artificial Intelligence	12	Experimental	5	Jupyter Notebook
41	DanielaCordova/Artificial-Intelligence-Projects Projects and assignments for the Artificial Intelligence course at UCM, with...	11	Experimental	—	Jupyter Notebook
42	porfanid/TuringMachine Python script to create and test Turring machines	11	Experimental	—	Python
43	arslnakin/NumericalMethodsAndAI Collection of Numerical Methods (FEM, Monte Carlo, Runge Kutta) and AI...	11	Experimental	—	Python
44	gdiasag/ai-pg Notes and implementations on concepts under the Artificial Intelligence field	11	Experimental	—	Python
45	SampoHaarala/AI-Projekti My humble attempt at a general AI. Matrix calculation based.	11	Experimental	—	Python
46	mikhailbahdashych/AI-LEM-algorithm Implementation of LEM AI algorithm using Python.	11	Experimental	—	Python
47	szepol/aima Implementation of different algorithms from the book Artificial Intelligence...	11	Experimental	—	Python
48	arsalan993/Clever_algorithms Python implementation of clever algorithms	11	Experimental	—	Jupyter Notebook
49	Mithaecus/book-aima Solutions & Notes for AIMA	11	Experimental	—	CSS
50	losedavidpb/kata-ialib Simple artificial intelligence library	11	Experimental	—	Python
51	GrahamStrickland/aima Python 3.13 implementation of the algorithms from "Artificial Intelligence:...	11	Experimental	1	Python
52	Sainpse/FundAPI Fund API	11	Experimental	—	PureBasic
53	TGoldC/HMM_Viterbi-Particle_Filtering-CSP-Logic Implement Viterbi algorithm, Particle Filtering for robot localization,...	10	Experimental	2	Jupyter Notebook
54	prathameshd30/AI-Fundamentals-In-C This repo follows some course work, which encouraged looking at AI from the...	10	Experimental	2	C