ML Foundations Curricula Transformer Models

Educational repositories, courses, and comprehensive learning materials covering foundational ML/DL concepts, theory, and hands-on implementations across multiple domains. Does NOT include specialized applications, production tools, or papers focused on a single narrow task.

There are 183 ml foundations curricula models tracked. 1 score above 70 (verified tier). The highest-rated is SwanHubX/SwanLab at 89/100 with 3,670 stars and 177,586 monthly downloads. 2 of the top 10 are actively maintained.

Get all 183 projects as JSON

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# Model Score Tier
1 SwanHubX/SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and...

89
Verified
2 stas00/ml-engineering

Machine Learning Engineering Open Book

60
Established
3 labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side...

56
Established
4 mdsrqbl/omnihuman

AI model that understands text & humanoids.

54
Established
5 analyticalrohit/AI-ML-Cheatsheets

All Stanford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep...

54
Established
6 avikumart/LLM-GenAI-Transformers-Notebooks

An repository containing all the LLM notebooks with tutorial and projects

52
Established
7 telekom/mltb2

Machine Learning Toolbox 2

49
Emerging
8 shreyansh26/Annotated-ML-Papers

Annotations of the interesting ML papers I read

44
Emerging
9 ml4fp/2025-lbnl

ML4FP 2025: notebooks used for the Machine Learning for Fundamental Physics...

43
Emerging
10 MDGrey33/pyvisionai

The PyVisionAI Official Repo

43
Emerging
11 Esmail-ibraheem/Axon

AI research lab🔬: implementations of AI papers and theoretical research:...

41
Emerging
12 ariannamethod/ariannamethod.ai

Arianna Method Programming Language

41
Emerging
13 jla524/fromthetensor

From the Tensor to Stable Diffusion, a rough outline for a 10 week course.

40
Emerging
14 quantium-ai/research

Research experiments exploring uncommon quant techniques.

39
Emerging
15 Esmail-ibraheem/nanograd

nanograd🧠 ML/DL and neural net ecosystem, run models like GPT, llama, stable...

39
Emerging
16 alan-turing-institute/robots-in-disguise

Information and materials for the Turing's "robots-in-disguise" reading...

38
Emerging
17 moeru-ai/inventory

🧠🃏 Your universal model catalog, everything, everywhere, all at once.

38
Emerging
18 sergiomorapardo/AdvancedTopicsAnalytics

Material y notebooks del curso "Tópicos Avanzados en Analítica...

38
Emerging
19 SimeonHristov99/DL_25-26

Practice sessions for the course "Introduction to deep learning" in the...

37
Emerging
20 GyanPrakashkushwaha/DataScience

EVERYTHING YOU NEED FOR DATA SCIENCE.

37
Emerging
21 YeonwooSung/ai_book

AI book for everyone

37
Emerging
22 elicit/machine-learning-list

A curriculum for learning about foundation models, from scratch to the frontier

36
Emerging
23 Ratnesh-181998/python-ai-ml-libraries

A comprehensive Python AI/ML repository covering end-to-end workflows using...

36
Emerging
24 sinanuozdemir/foundations-of-gen-ai

Transformer Architectures for Generative AI

35
Emerging
25 nolancacheux/advanced-machine-learning-implementations

Comprehensive machine learning implementations covering neural networks,...

33
Emerging
26 umitkacar/pytorch-interactive-learning

Professional PyTorch CLI learning tool with 24 comprehensive lessons - From...

32
Emerging
27 wellcometrust/WellcomeML

Retired repository for Machine Learning utils at the Wellcome Trust (now deprecated).

32
Emerging
28 ZongXR/8th-National-AI-Training-Competition

第八届全国职工职业技能大赛人工智能训练师赛项

31
Emerging
29 vorobeevich/ml-snippets-classification

The source code of "Machine learning code snippets semantic classification"...

29
Experimental
30 Cryolite/kanachan

A Japanese (Riichi) Mahjong AI Framework

28
Experimental
31 tnsaai/OpenArchX-BETA

Official Repo of OpenArchX Framework.

28
Experimental
32 jofaval/tfm-iabd

Master's Final Degree Project on Artificial Intelligence and Big Data

28
Experimental
33 achimoraites/machine-learning-playground

Having fun with ML

28
Experimental
34 honghanhh/fsdl_2022_solution

Solution of Full Stack Deep Learning - Course 2022

27
Experimental
35 florist-notes/aicore_n

Artificial Intelligence > Machine Learning > Deep Learning

27
Experimental
36 praveentn/hgwxx7

Data Science, Machine Learning, Natural Language Processing, Deep Learning,...

27
Experimental
37 TheAnkurGoswami/Neural-Networks-from-Scratch

Implementation of different neural networks with back-propagation logic.

26
Experimental
38 micahondiwa/applied-ai

Deep Learning for Computer Vision: A collection of 6 end-to-end applied AI...

26
Experimental
39 bipinKrishnan/ml-recipe-book

A book containing step by step instructions to train deep learning models...

26
Experimental
40 BenGJ10/Complete-Machine-Learning-Notes

A complete collection of handwritten notes and learning resources for...

26
Experimental
41 andreped/INF1600-ai-workshop

🔥 Workshop in AI Deployment (INF-1600, UiT)

26
Experimental
42 rajatrayaraddi/rul-prediction-bilstm-cnn

A BiLSTM-CNN hybrid model with attention for predicting remaining useful life (RUL)

25
Experimental
43 ImplicitLayer/agents_nlp

Agents for solving NLP problems

25
Experimental
44 ImplicitLayer/multiagent_environments

Envirionments for NLP multiagent tasks

25
Experimental
45 muhammadawaisshaikh/ai-engineering

You’ll explore foundational AI concepts and then dive deep into building...

24
Experimental
46 cosmic-heart/Benetech-Chart-Derendering

Benetech Kaggle Competition Work. Fine Tuning Matcha (Multi Modal...

24
Experimental
47 ivanovitchm/PPGEEC2318

Repository for EEC2318, a graduate course on PPgEEC about Machine Learning

24
Experimental
48 misko/spf

Signal Processing Fun (in the sun)

24
Experimental
49 is-leeroy-jenkins/Mathy

Machine-learning algorithms for pre-processing, classification, regression,...

24
Experimental
50 1234cabs/Machine-Learning---Advanced-Topics

📊 Explore advanced machine learning techniques, including NLP, PCA,...

24
Experimental
51 SatvikPraveen/PyTroch-Mastery-Hub

A comprehensive PyTorch portfolio demonstrating advanced ML implementations...

24
Experimental
52 LoyumM/Machine-Learning-and-Deep-learning

Repo for storing notes and pracitcal implemtations

24
Experimental
53 PradipKumarDas/Competitions

This repository is the home for all competitions.

23
Experimental
54 raimbekovm/cs231n-2025-notes

📚 Comprehensive lecture notes for Stanford CS231n: Deep Learning for...

23
Experimental
55 unsanitary-bek/mlx-skills

🚀 Enhance your machine learning workflow with essential MLX skills from this...

23
Experimental
56 YaronKoresh/definers

A comprehensive Python toolkit for AI, data processing, media manipulation,...

23
Experimental
57 nexageapps/AI

Comprehensive AI/ML learning path from basics to building language models....

23
Experimental
58 bandirevanth/aiml-codex

A curated collection of my AI & ML projects - crafting tomorrow’s smart...

23
Experimental
59 MobinaMhr/Neural-Networks-and-Deep-Learning-Course-Projects-F2024

Fully Connected Neural Networks, Multilayer Neural Networks, MAdaline, CNNs,...

22
Experimental
60 prithvi-ramrucha/Deep-Learning-From-Scratch

Implementing deep learning models from scratch without using PyTorch and TensorFlow.

22
Experimental
61 AdilShamim8/Kaggle_Competitions

A collection of my Kaggle competition solutions.

22
Experimental
62 sayakpaul/keras-xla-benchmarks

Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.

22
Experimental
63 Sanaurrehmanarain/Machine-Learning-Project

End-to-end data science and ML project solving 7 industry problems — from...

22
Experimental
64 NxtGenCodeBase/FastTrack-Python-for-GenAI

🚀 The ultimate 30-day Python journey tailored for GenAI. Master Python...

22
Experimental
65 abdulvahapmutlu/abdulvahapmutlu

My Profile

22
Experimental
66 SatvikPraveen/TensorVerseHub

Comprehensive TensorFlow 2.15+ learning hub with 22+ hands-on notebooks...

22
Experimental
67 lablab-ai/technologies

Content repo for lablab.me

22
Experimental
68 frncscp/patacognition

Legacy repo for the Artificial Intelligence capable of patacón recognition...

21
Experimental
69 tanishqgautam/SETI-Breakthrough-Listen

Solution to the SETI Breakthrough Listen Competition hosted on Kaggle

21
Experimental
70 aakinlalu/GenerativeAI

Series of generative artificial intelligence (AI) for creating new content,...

21
Experimental
71 julienokumu/Solving-ML-Papers

Attempts at solving machine learning papers(9/_)✅

21
Experimental
72 unipr-org/AI

AI - Intelligenza Artificiale presso l'Università degli Studi di Parma (6 CFU).

21
Experimental
73 stefanpietrusky/FACTS

Repository for the article in the online magazine Data Science Collective.

21
Experimental
74 aman772136-maker/Kharagpur-Data-Science-Hackathon

ai reasoning system using pathway pipeline, embeddings, vector search and...

21
Experimental
75 theanasuddin/Advanced-Deep-Learning

Computer exercises for Advanced Deep Learning. Includes implementations of...

20
Experimental
76 chizkidd/fastai

Implementation of fast.ai deep learning courses: "Practical Deep Learning...

20
Experimental
77 Vishvam10/neurogc

NeuroGC is an experimental system that models application behavior using...

20
Experimental
78 philogicae/ai-notebooks-colab

Useful colab notebooks to try out Stable Diffusion, LLM, etc.

20
Experimental
79 mehrshud/pythonpad

Interactive Python notebook for data exploration and prototyping

19
Experimental
80 arv-anshul/notebooks

My Jupyter notebooks in which I practice data science.

19
Experimental
81 yuxuan-hou-x/CktGen

Code of "CktGen: Automated Analog Circuit Design with Generative Artificial...

19
Experimental
82 cieslaa/fauna50

CS50x Final Project: a web app for identifying animals in photos using...

19
Experimental
83 ZihanYin12138/2025-11-Google-Map-Review-Data-Analysis-and-Machine-Learning

An extended ML portfolio evolving from Monash FIT5196 coursework. Features...

19
Experimental
84 theanasuddin/Deep-Learning-Fundamentals

Python implementations of deep learning fundamentals, from multilayer...

19
Experimental
85 SharathHebbar/ML-Project-list

List of all ML projects

18
Experimental
86 ahmed19999520-alt/Veronica-X-Pro-open-source-code-2.0

Advanced AI system with real quantum computing integration, sophisticated...

18
Experimental
87 Argo-Robot/foundation_models

Overview about state-of-art imitation learning techniques for robotic...

18
Experimental
88 masoudshahrian/MachineLearning-Code

AI Machine learning Deep learning Projects with code

18
Experimental
89 lakshyaag/Deep-Learning-From-Scratch

Implementing popular deep learning papers in PyTorch

17
Experimental
90 dragonnomada/ipn-cic-diplomado-ia-2025

Diplomado en Inteligencia Artificial del CIC / IPN

17
Experimental
91 ThalioLeonardo/EI-Beginner

🤖 Explore foundational exercises in embodied intelligence and robotic arm...

16
Experimental
92 bottergpt/PaperCollection

Collection of ML/DL related papers and notes.

16
Experimental
93 jinmang2/Awesome-Papers

:snowflake: All about my interest Papers and Review :)

16
Experimental
94 stevehoober254/ai-portfolio

🧠 LLM pipelines, model training notebooks, and real-world AI/ML deployments...

16
Experimental
95 diyuyuyu/Deep-Learning

🤖 Explore deep learning architectures like ANN, CNN, RNN, and LSTM to...

16
Experimental
96 Shahriar-0/Neural-Networks-and-Deep-Learning-Course-Projects-S2024

neural network and deep learning course projects to work and design on...

15
Experimental
97 BKHMSI/alchemist

Official Repository of the "How to Learn and Represent Abstractions: An...

15
Experimental
98 Chirayu-Tripathi/Paper-Implementations

My implementation of Machine Learning and Deep Learning papers from scratch.

15
Experimental
99 Estaheri7/Math2Model

A comprehensive collection of machine learning and deep learning models,...

15
Experimental
100 atomicoo/pytorch-tutorials

pytorch tutorials. how to play with pytorch?

15
Experimental
101 SKRohit/SKRohit.github.io

SKRohit's Journal

15
Experimental
102 nawabkhanyarmal/Deep-Learning-Neural-Networks

This repository is a student portfolio showcasing Deep Learning and Neural...

15
Experimental
103 AntonisZks/CartPole-Optimization-with-Reinforcement-Learning

A university project where we implement and experiment with different...

15
Experimental
104 alizat/Life-with-DL

Straight-forward DL Pet projects

15
Experimental
105 scorchinghot/Core-Deep-Learning

Walks through the entire modern deep learning landscape, from perceptrons to...

15
Experimental
106 Kavi-priyan/100-Strange-Things-About-Machine-learning

In this repository you will learn about 100 strange machine learning...

15
Experimental
107 gsmrana/Deep-Learning-Starter

A collection Deep Learning project Jupyter Notebook using PyTorch,...

15
Experimental
108 AmanKrSahu/taxonomy-of-AI

An open repository providing a comprehensive taxonomy of AI algorithms,...

15
Experimental
109 rajaddr/simpliml

SimpliML is a versatile machine learning library designed to be a one-stop...

15
Experimental
110 Rekhii/Machine-Learning

Daily ML practice notebooks covering tabular data, deep learning, and...

15
Experimental
111 thyt3618/instap-ai

an AI Agent project contributed by students from YingShan Middle...

14
Experimental
112 shashi9170/EEG-Classification

EEG Classification Model using Deep Learning

14
Experimental
113 aastroza/structured-generation-benchmark

Structured Generation Evals

14
Experimental
114 PeeteKeesel/coursera-summaries

🧠 Labs, quizzes, answers and explanations for Coursera specialisations and courses

14
Experimental
115 yukito0209/is6941-ml-social-media

IS6941 Machine Learning & Social Media Analytics 课程小组项目代码仓库,探索机器学习在社交媒体数据分析中的应用。

14
Experimental
116 popcorn0118/abdulvahapmutlu

🚀 Build and enhance machine learning systems with practical tools and...

14
Experimental
117 ZacStryker/portfolio

Personal Portfolio website including demos, resume, about, and contact.

14
Experimental
118 PeteNaJaXD/mt-code

🖥️ Build and customize your coding environment with mt-code, a lightweight...

14
Experimental
119 siudro/Deep-Learning-Specialization

Coursera Deep Learning specialization programming assignments.

14
Experimental
120 JakubTomaszewski/Deep-Learning-Course

Personal repository with the code I developed during a Deep Learning course...

14
Experimental
121 dineshkgn/deep-learning-lab

Reproducible deep learning experiments: tabular transformers, optimization,...

13
Experimental
122 khu-bot/ai-essayist

SKKU AI X Bookathon 4회 [쿠봇] 팀의 레포지토리입니다.

13
Experimental
123 GabrielMissael/streamlit_workshop

Repositorio para taller de Streamlit impartido durante Tigre Hacks 2023 - Monterrey

13
Experimental
124 dayyass/pytorch-tutorials

Different Deep Learning tasks solved using PyTorch models.

13
Experimental
125 gghimire2041/generative-AI

A quick tour of generative AI with NNs, MLPs, AE, VAE, GAN, RNN/LSTM, ...

13
Experimental
126 BogdanG888G/NLP_and_MLOPS_course_work

Курсовая работа по дисциплинам "Анализ больших текстовых данных и текстовый...

13
Experimental
127 BabarAli93/EdgeAIBus

[TPDS 2025] EdgeAIBus: AI-driven Joint Container Management and Model...

13
Experimental
128 Chubek/will-sh3-b33

Will you ever find love?

12
Experimental
129 Ojasva-Goyal/CS-F437--Generative-AI---Labs

This repository contains my solutions to the lab sessions for the course CS...

12
Experimental
130 yassine-rd/deep-learning-course

This repository contains my personal notes and Jupyter notebooks on Deep...

12
Experimental
131 rizavelioglu/ml4prom

[IDEAL'22] The implementation of the paper: "Explainable Artificial...

12
Experimental
132 kyegomez/Modeling-Economic-Systems-as-Neural-Networks

This paper presents a groundbreaking framework that models economic systems...

12
Experimental
133 sahilkulkarni07/Merchant-Risk-ML-Pipeline

End-to-end BNPL merchant risk assessment pipeline with portfolio aggregation...

12
Experimental
134 Baharcakir/Pytorch-Projects

A collection of PyTorch projects for learning and practicing deep learning,...

12
Experimental
135 pphuc25/deep-learning-argorithms-from-sratch

⌨️ Implementations/tutorials of deep learning papers with side-by-side notes

12
Experimental
136 Jayesh0048/Machine-Learning-Algo

This Repo is All About the Machine Leanring Algorithm which I leanred to...

12
Experimental
137 justin-hough/EECS498-007

My solutions and lecture notes for University of Michigan's EECS 498-007 /...

12
Experimental
138 sunjana2199/AI-Book-Wizard

Course Project for ADL : AI Book Wizard

12
Experimental
139 ilmedova/ml-fun

Machine Learning and AI projects for fun

12
Experimental
140 LeoMSgit/Personal-Lib---AI-ML-NLP-CV

Collection of Notes, Guides, and Examples for Artificial Intelligence,...

12
Experimental
141 mnisperuza/mnisperuza

Short Introduction about me

11
Experimental
142 Harikishan-AI/Harikishan-AI

I am dedicated to delivering innovative solutions that align with business...

11
Experimental
143 ml-dev-world/the-era-of-foundation-models

Comprehensive course covering modern AI foundation models, including...

11
Experimental
144 asanchezyali/mathcode

Colección de apuntes sobre matemáticas y programación, explorando los...

11
Experimental
145 AbhijitKumarJ/Learn_AcceleratedComputing

Learn Accelerated Computing

11
Experimental
146 duoan/ReplicateAI

Recreating every milestone in Machine Learning and Artificial Intelligence

11
Experimental
147 oalvarobraz/deep-learning-fundamentals

Mastering Deep Learning with PyTorch: A hands-on journey from basic tensors...

11
Experimental
148 Billie-LS/Trading_ML_Algo_Experimentation

Variety of Jupyter Lab files examining different ML code for trading using yFinance

11
Experimental
149 mxagar/ilyas-reading-list

Compilation of my notes + code on the Ilya Sutskever's top 30 reading list.

11
Experimental
150 3SigmaCode/7-day-ai-sprint

This is a 7-day intensive sprint designed to take you from "Zero" to...

11
Experimental
151 diaazg/Deep-learning

Deep learning notebooks and model implementations, exploring CNNs, RNNs,...

11
Experimental
152 voorhs/sirius-ai

Курс по ИИ для школьников смены "Алгоритмы и анализ данных" в Сириусе

11
Experimental
153 tahangz/DL-Playground

A collection of hands-on projects exploring deep learning concepts using...

11
Experimental
154 Kecski/introduction_to_machine_learning

Introduction to Machine Learning course projects at ETH Zürich

11
Experimental
155 rugwed9/neuron-academy

The most comprehensive free data science, ML & AI learning platform....

11
Experimental
156 hamza-amin-4365/DeepInsights

this repo serve as src for advance ML projects in fields like NLP, CV and RL

11
Experimental
157 HingedGuide/DeepLearningMGI12

Project for the Deep Learning course taught at Wageningen University

11
Experimental
158 pandabeliz/UniversityProjects

Academic portfolio: ML, NLP & AI projects from my Bachelor's (Cognitive...

11
Experimental
159 panastasiadis/ai-iot-course-projects

This repository contains three AI and IoT application projects developed as...

11
Experimental
160 IbraahimLab/Mine

A hands-on AI learning and experimentation repository focused on large...

11
Experimental
161 vyron-arvanitis/pp-lab

Collaborative project from University of Munich on Particle Physics analysis and ML

11
Experimental
162 Rekhii/Deep-Learning

Daily ML practice notebooks covering tabular data, deep learning, and...

11
Experimental
163 NadiaRozman/Clinical_Trials_Analysis

End-to-end data science pipeline on 5,000 ClinicalTrials.gov records — EDA,...

11
Experimental
164 mkdirer/Artificial-Neural-Networks-and-Machine-Learning-Laboratory

Examples of labs from studies

11
Experimental
165 henrii1/Extended-Mircograd-Framework

Extending the Micrograd Framwork developed by Andrej Kaparthy. will be used...

11
Experimental
166 ayudixit/ML_Training

This repository, `ayudixit/ML_Training`, contains Jupyter Notebook files for...

11
Experimental
167 vpgits/sdgp-ml

This repository contains notebooks and resources related to the Software...

11
Experimental
168 linzeyang/competitions

info/data/solutions for various competitions

11
Experimental
169 AnastasiaZAYU/ml-fundamentals-labs

Data Analysis & Machine Learning: from classical Scikit-learn algorithms to...

11
Experimental
170 YeonwooSung/KaggleTools

Tools for DataScience and AI

11
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171 atifs/MIT-ADSP_Course

"Applied Data Science Program - Leveraging AI for Effective Decision Making"...

10
Experimental
172 anurag629/BotaniScan-ALL

Models, notebooks, and datasets for BotaniScan plant disease detection system

10
Experimental
173 PetropoulakisPanagiotis/Deep-Learning-Practice

A repository that contains Deep Learning coding samples | practice code

10
Experimental
174 deCloudify/deCloudify.github.io

portfolio for sharing the project details and what we are building for...

10
Experimental
175 BjornMelin/deep-learning-evolution

🧠 Deep-Learning Evolution: Unified collection of TensorFlow & PyTorch...

10
Experimental
176 CtrlAltFly/AIML-Projects

these are my projects that i submitted for AIML course with great lakes &...

10
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177 prane-eth/AI_projects

My AI projects

10
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178 ghackenberg/ai-experiments

This repository demonstrates the use of AI libraries and tools

10
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179 DhruvSrikanth/ML-Templates

Templates for AI projects.

10
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180 RhFz1/AI-Agents

This repository contains implementation of how we can build AI Agents from...

10
Experimental
181 hitz-zentroa/Odesia-Struct

IXA Submission for the 2024 ODESIA Challenge

10
Experimental
182 R-N/ml-utility-loss

Integrating Machine Learning Utility in Tabular Data Synthesizer Training...

10
Experimental
183 LuisFelipePoma/Data_Science_Applications

Learning about the applications of algorithms in data science, with a focus...

10
Experimental