Ml Learning Resources ML Frameworks

There are 39 ml learning resources frameworks tracked. 1 score above 70 (verified tier). The highest-rated is haifengl/smile at 75/100 with 6,348 stars. 2 of the top 10 are actively maintained.

Get all 39 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=ml-learning-resources&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Framework Score Tier
1 haifengl/smile

Statistical Machine Intelligence & Learning Engine

75
Verified
2 datawhalechina/leedl-tutorial

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tu...

56
Established
3 charliedream1/ai_wiki

《AI全栈-全网优秀资源搜集站》:搜集全网优秀资源,记载工程实践问题的解决策略与关键要点,分享各种实用案例,追踪前沿技术发展,囊括 AI...

54
Established
4 NishkarshRaj/100DaysofMLCode

My journey to learn and grow in the domain of Machine Learning and...

54
Established
5 Moataz-Elmesmary/Data-Science-Roadmap

Data Science Roadmap from A to Z

54
Established
6 aurimas13/Machine-Learning-Goodness

The Machine Learning project including ML/DL projects, notebooks, cheat...

48
Emerging
7 rickiepark/hg-mldl2

<혼자 공부하는 머신러닝+딥러닝(개정판)>(한빛미디어, 2025)의 코드 저장소입니다.

46
Emerging
8 ikatsov/tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for...

44
Emerging
9 Seeed-Projects/reComputer-Jetson-for-Beginners

Beginner's Guide to reComputer Jetson

44
Emerging
10 Chando0185/Multiverse_of_100-_data_science_project_series

Welcome to the Multiverse of Data Science — a comprehensive, ever-expanding...

44
Emerging
11 NVIDIA/DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train...

43
Emerging
12 kabartay/openunivcourses

FREE ML Courses from Top Universities

43
Emerging
13 PacktPublishing/Machine-Learning-Data-Science-and-Generative-AI-with-Python

Code Repository for Machine Learning, Data Science and Generative AI with...

39
Emerging
14 TingsongYu/PyTorch-Tutorial-2nd

《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够...

38
Emerging
15 Utshav-paudel/300DaysOFMachineLearning-DeepLearning-LLM

Hello everyone this repo will contain my journey of machine learning and...

38
Emerging
16 shen-shanshan/cs-self-learning

This repo is used for archiving my notes, codes and materials of cs learning.

37
Emerging
17 Clarifai/examples

Examples for Clarifai Python SDK and Integrations. Give the repo a star ⭐

36
Emerging
18 avkash/DeepWorks

A collection of Deep Learning projects and resources

36
Emerging
19 FraidoonOmarzai/Comprehensive_AI_ML_RESOURCES

A detailed AI and ML education repository

36
Emerging
20 decodingai-magazine/articles-code

💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML

35
Emerging
21 twinsant/ML

深度学习练习本

35
Emerging
22 dlopezyse/AI-for-Bio

A free and collaborative space for Machine Learning 🤖 applied to Biology 🧬

34
Emerging
23 Yash-Kavaiya/CampusX-courses

Free courses offer by CampusX

33
Emerging
24 rickiepark/hm-dl

<혼자 만들면서 공부하는 딥러닝>(한빛미디어, 2025)의 코드 저장소

33
Emerging
25 CharlesAttend/M2-DAC

Tous mes cours du M2 du Master DAC - MIND de la Sorbonne Jussieu (AMAL, AS,...

32
Emerging
26 MaviProject/MachineLearning

本项目以应用为主出发,结合了从基础的机器学习、深度学习到目标检测以及目前最新的大模型,采用目前成熟的...

32
Emerging
27 huangjia2019/ai-in-practice

极客时间 AI原生基础实战课

32
Emerging
28 venkataravuri/ai-ml

A collection of AI/ML articles, guides and projects.

31
Emerging
29 LazaUK/DeepLearningAI-Giskard-RedTeaming

Practical Jupyter notebooks from Andrew Ng and Giskard team's "Red Teaming...

31
Emerging
30 kirushyk/le

Low-level Machine Learning Library

29
Experimental
31 youssefHosni/To-Data-Beyond-

A collection of code snippets from the publication To Data & Beyond on...

28
Experimental
32 hongyingyue/machine-learning-poc

Machine Learning and Large Language Model Proof-of-Concept Project

26
Experimental
33 sxontheway/Keep-Learning

The record of what I‘ve been through. Now moved to Notion. See link below

24
Experimental
34 rivertwilight/awesome-machine-learning-playground

A detailed digital book of machine learning with 5 no-framework,...

24
Experimental
35 Haleshot/marimo-tutorials

Collection of marimo tutorials which encompass notebook/app examples in...

24
Experimental
36 djliden/notebooks

Example notebooks

23
Experimental
37 lihanghang/ML

机器学习技术实践

23
Experimental
38 hrithiksagar/Engineering4AIML_Resources

This collection includes notes related to machine learning, personally...

16
Experimental
39 haroontrailblazer/Deep_Learning

A curated collection of deep learning programs, from foundational algorithms...

12
Experimental