AI Learning Collections NLP Tools

Community-driven repositories, course projects, and study materials that aggregate AI/ML knowledge across multiple domains (LLMs, CV, NLP, RL). Does NOT include specialized tools for specific NLP tasks, production-ready applications, or single-domain implementations.

There are 50 ai learning collections tools tracked. The highest-rated is SWHL/AI-Competition-Collections at 48/100 with 422 stars.

Get all 50 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=ai-learning-collections&limit=20"

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

# Tool Score Tier
1 SWHL/AI-Competition-Collections

AI比赛经验帖子 & 训练和测试技巧帖子 集锦(收集整理各种人工智能比赛经验帖)

48
Emerging
2 soumyadip007/Microsoft-Student-Partner-Workshop-Learning-Materials-AI-NLP

This repository contains all codes and materials of the current session. It...

44
Emerging
3 tomcounsell/ai

learning and building with AI

41
Emerging
4 intel/webml-polyfill

Deprecated, the Web Neural Network Polyfill project has been moved to...

40
Emerging
5 gagan3012/project-code-py

Leetcode using AI

36
Emerging
6 isaacus-dev/cookbooks

Guides and code illustrating how to use Isaacus AI models in practice to...

31
Emerging
7 hscspring/ALL4AI

AI Related Tools/Projects

28
Experimental
8 Fisher87/ai_explore

机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现

27
Experimental
9 kkuailab/KKU-AI

A community-driven AI knowledge base for KKU. Featuring papers, code, and...

25
Experimental
10 AndrewSpano/AI-2-Projects

Projects for the Artificial Intelligence 2 course at the University of Athens.

24
Experimental
11 navneetdesai/pypixel

Image processing made easy

24
Experimental
12 IBM/zrl-deepsearch-ai-playground

Meet ML/NLP for the first time via a collection of plug and play notebooks....

24
Experimental
13 kunalPisolkar24/AI_Lab

Collection of practical codes for Savitribai Phule Pune University's...

23
Experimental
14 rectlabs/rectvision

Flexibility to Computer Vision

23
Experimental
15 Stanford-ILIAD/odyssey

A journey through robotic infrastructure; the ILIAD lab's stack for robotic...

22
Experimental
16 hiejulia/AI-project

AI projects that cover all posibilities

20
Experimental
17 kevzho/VeritasAI

A curated collection of research-driven, scalable AI experiments developed...

20
Experimental
18 viesuki/deeplearning

summary for what I learn about DL/AI

19
Experimental
19 mcp-tool-shop-org/aspire-ai

ASPIRE: Adversarial Student-Professor Internalized Reasoning Engine -...

19
Experimental
20 reevald/Oh-Dance-AI

Machine Learning Model for Oh Dance Applications.

18
Experimental
21 snehavijayan175/Great-Learning-Academic-Projects

18 Projects in AI & ML

16
Experimental
22 sps818/ai_study

Personal AI study notes

16
Experimental
23 willy-dev/AVA

AI-Assisted Cybersecurity App for Siemens PLC

16
Experimental
24 sking-dev/ai900-portfolio

End-to-end portfolio for the Microsoft AI-900 Azure AI Fundamentals...

16
Experimental
25 M2niwa/Hubu-ai

Tiny host of deeplearing-educational-project

16
Experimental
26 songliuchen/ai_study_notebook_example

1、人工智能学习相关资料整理 2、人工智能学习相关示例代码整理,包括tensorflow1.x、tensorflow2.x、pytorch实现...

16
Experimental
27 camara94/archive_ia

Mes archive pour l'intelligence artificielle(deep learning, machine...

15
Experimental
28 aaman02/AI_models_Portfolio

Machine Learning and NLP models including e-commerce product classification...

15
Experimental
29 787870/AIML-Project

A comprehensive portfolio of Artificial Intelligence and Machine Learning...

15
Experimental
30 JBIET-AIML/model-forge

Official website for Model Forge 2026, a machine learning hackathon hosted...

15
Experimental
31 chaman2003/Ai-Beginner-Projects

Collection of Python-based AI implementations: a rule-based NLP chatbot, a...

15
Experimental
32 tapashsutradhar/ai-quality-forecast

A collection of AI/ML projects including machine learning models, deep...

15
Experimental
33 0xmennatullah/DEPI-GenAI

DEPI GenAI - R4 Journey documentation

14
Experimental
34 PrajjwalSingh05/Object-Detection-App

This is an Object dection Project based on deep leaning to predict serveal...

14
Experimental
35 lethal233/CS303A-projects

This is the CS303A AI course projects repo in SUSTech.

13
Experimental
36 Esai-Keshav/principles-of-ai-lab

Principles Of AI Lab Exercises

13
Experimental
37 etalab-ia/piaf-ml

PIAF v2.0 repo for ML development. Main purpose of this repo is to...

13
Experimental
38 AmanBudhraja/Visual-Relationship-Detection

In this project deep learning is used to identify relationships between...

13
Experimental
39 de-bo-rah/resources-for-self-learning-ai

books, tutorials and stuff

13
Experimental
40 AmishaSomaiya/MLProjects_UWSeattle

ML Projects and Experience in Industry and Academia.

13
Experimental
41 Floressek/Artificial_Intelligence_lab

Content from the AI laboratory

12
Experimental
42 nimaiji/AICodes

Nowadays we all know that how much AI and ML algorithms could impact our...

12
Experimental
43 minseok0809/aiffel-ai-project

Aiffel Fundamental, Going Deeper, Hackathon

11
Experimental
44 AI-Dev-Lex-Kim/ai_engineer_TIL

ai engineer TIL(Today I Learn)

11
Experimental
45 sevocrear/Knowledge-Book

Knowledge Book: Deep Learning & AI Education. This knowledge book contains...

11
Experimental
46 Oscam/Introduction-to-AI-Concepts

Team project/task where each person covers a different AI concept (machine...

11
Experimental
47 neugence/acehub

AI Champions for Excellence: Fresh, informative courses and content designed...

11
Experimental
48 Angelorium/AI-and-Cybersecurity-Reports

AI & Cybersecurity laboratory activity reports for the AI & Cybersecurity...

11
Experimental
49 SamarthK1239/OpenAI-Api-Shenanigans

A collection of one-off and compound projects centered around the OpenAI API

10
Experimental
50 Hrishikesh332/Talks

Curated list of talks I have given formally, which covers the wide range...

10
Experimental