AI Foundations Coursework ML Frameworks

Academic course materials and lecture notes covering foundational AI concepts (logic, computational intelligence, embodied computation, artificial systems evolution). Includes student notes and course resources from university programs. Does NOT include project implementations, specialized domain courses (deep learning, NLP), or non-academic tutorials.

There are 30 ai foundations coursework frameworks tracked. 1 score above 50 (established tier). The highest-rated is squillero/computational-intelligence at 52/100 with 68 stars.

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#	Framework	Score	Tier	Stars	Language
1	squillero/computational-intelligence Spare material for Computational Intelligence 01URROV @ Politecnico di Torino	52	Established	68	Jupyter Notebook
2	ranjiGT/ML-latex-amendments Contains coursework assignments made in latex.	44	Emerging	64	TeX
3	philippwulff/TUM_RCI Lecture Notes for Robotics, Cognition, Intelligence @ TUM	44	Emerging	115	TeX
4	Ruggero1912/AIDE-unipi Students' material for the course in Artificial Intelligence and Data...	41	Emerging	76	HTML
5	vitodibari/poliba-deep_learning-notes These are my personal notes from the Deep Learning course taught by Prof....	32	Emerging	27	—
6	FedericoBruzzone/algorithms-for-massive-datasets This repository contains a LaTeX file that generates a PDF document...	32	Emerging	3	TeX
7	research-camp/berkeley-ai-course Notes that we took from Berkely University AI course.	30	Emerging	2	TeX
8	fabianbosshard/usi-informatics-course-summaries summaries from Università della Svizzera italiana (USI)	29	Experimental	5	TeX
9	martindes01/artificial-intelligence-machine-learning My revision notes for the Artificial Intelligence and Machine Learning...	29	Experimental	1	TeX
10	Nori-0/AppuntiDeepLearning "Appunti personali di Deep Learning (in italiano), basati sul corso...	29	Experimental	8	TeX
11	vitodibari/poliba-machine_learning-notes These are my personal notes from the Machine Learning course taught by Prof....	29	Experimental	6	—
12	Cinofix/Afternotes Afternotes for the attended courses at Ca' Foscari University, master in...	26	Experimental	40	TeX
13	crisostomi/deep-learning-notes Student course notes for the Deep Learning and Applied Artificial...	25	Experimental	2	TeX
14	sManohar201/Learn_Robotics_For_Free Compendium of free robotic courses from universities around the world.	25	Experimental	4	—
15	SUT-ML/Course-material CS-22828 Machine learning theory Course material	23	Experimental	3	TeX
16	chai3b/Intelligent-Robotics-University-of-Vaasa 🤖 Explore learning resources and study notes for Intelligent Robotics at the...	22	Experimental	—	—
17	noewangjy/cloud-computing Source code and report for course ICE6405P at SJTU	21	Experimental	7	Jupyter Notebook
18	fwilhelmy/ift6135-representationlearning-coursenotes IFT6135 – Representation Learning Course Notes contains personal lecture...	21	Experimental	5	TeX
19	karami-mehdi/computational-intelligence-notebook Notebook for the Computational Intelligence course I took during the final...	21	Experimental	6	TeX
20	suniique/ETHz-GML-2021-Notes My lecture notes for Guarantees in Machine Learning 2021 at ETH Zurich.	20	Experimental	7	TeX
21	mrvnthss/QuantFoundationsAI Lecture notes taken in the Quantitative Foundations of Artificial...	19	Experimental	4	TeX
22	chtunsw/ai_notes This repository contains some notes on Machine Learning and Deep Learning...	17	Experimental	3	Jupyter Notebook
23	bocse/book-embodied-computational-calculus These are the open source version of the notes for the book I'm working on...	13	Experimental	9	—
24	ImRanjbar/Computational-Intelligence-Projects A hands-on collection of 9 projects exploring neural networks, fuzzy logic,...	13	Experimental	5	Jupyter Notebook
25	robertovicario/uninsubria-Logic_AI Personal notes from the Master's course in Logic for Artificial Intelligence.	13	Experimental	—	Jupyter Notebook
26	NicolaAggio/Afternotes Afternotes from the courses of the master degree course of Computer Science...	12	Experimental	6	TeX
27	mc-cat-tty/SistemiArtificiali Appunti del corso di Evoluzione e Apprendimento di Sistemi Artificiali,...	11	Experimental	4	NetLogo
28	saiteki-kai/appunti-magistrale appunti magistrale - informatica	11	Experimental	—	TeX
29	MarcosVini9999/computational-Intelligence A repository dedicated to the college's computational intelligence discipline	11	Experimental	—	MATLAB
30	Vitabile/Computational-Intelligence Homeworks, labs and experiments during the course Computational Intelligence...	11	Experimental	—	Jupyter Notebook

Comparisons in this category

computational-intelligence and computational-intelligence-notebook (52 vs 21) poliba-deep_learning-notes and AppuntiDeepLearning (32 vs 29) poliba-deep_learning-notes and poliba-machine_learning-notes (32 vs 29)