AI Industry Guidance ML Frameworks

Resources, methodologies, and platforms for understanding, implementing, and managing AI adoption in organizations. Includes frameworks for AI integration, enterprise AI knowledge bases, and comprehensive guides to AI tools and technologies. Does NOT include specific ML model implementations, technical tutorials, or domain-specific AI applications.

There are 118 ai industry guidance frameworks tracked. 4 score above 50 (established tier). The highest-rated is google-research/language at 57/100 with 1,759 stars.

Get all 118 projects as JSON

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

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

# Framework Score Tier
1 google-research/language

Shared repository for open-sourced projects from the Google AI Language team.
57
Established
2 lfai/lfai-landscape

🌄 Open Source AI & Data Landscape - provides overview of top tier projects...
56
Established
3 qualcomm/ai-hub-apps

The Qualcomm® AI Hub apps are a collection of state-of-the-art machine...
53
Established
4 AlibabaResearch/DAMO-ConvAI

DAMO-ConvAI: The official repository which contains the codebase for Alibaba...
52
Established
5 alternbits/awesome-ai-newsletters

A curated list of top best AI Related Newsletters and ai agents newsletters
47
Emerging
6 PaulDuvall/ai-development-patterns

A comprehensive collection of AI development patterns for building software...
47
Emerging
7 math-a3k/django-ai

Artificial Intelligence for Django
46
Emerging
8 ibaiGorordo/pyKinectAzure

Python library to run Kinect Azure DK SDK functions
44
Emerging
9 Yangs-AI/Younger

Younger
42
Emerging
10 repkovsky/aibrick

Artificial Inteligence/Machine Learning for programming LEGO with Pybricks
39
Emerging
11 web3se-lab/web3-sekit

Models and Tool Kits for Web3 Software Engineering
38
Emerging
12 pnp/syntex-samples

SharePoint Premium samples
37
Emerging
13 Mindful-AI-Assistants/2-Entrepreneurship-Project-Startup-Mindful-Emotional-AI-Scalable-Ethical-InferenceOps

🦄 2- Ethical Entrepreneurship Startup: Project Mindful Emotional AI is a...
37
Emerging
14 saturn-lab/ai-media-art-2019S

Media Art with AI
36
Emerging
15 bflaven/ia_usages

An overview of the possibilities offered by artificial intelligence (AI) to...
35
Emerging
16 enbifa/AI-Toolbox

Building a comprehensive resource for AI enthusiasts and professionals
35
Emerging
17 OpenBioLink/ITO

Intelligence Task Ontology (ITO)
34
Emerging
18 martinkearn/AI-Services-Workshop

Demos and samples which support the Microsoft AI Services workshop
33
Emerging
19 toutiaoio/weekly.manong.io

码农周刊 - 每周五发送，欢迎订阅！欢迎加入读者圈子，一起交流！
32
Emerging
20 ecogex/ai-label

Labels for content made with or without AI
32
Emerging
21 cedsic/pyai-content

Open-source content base for Py.AI website — a community-driven knowledge...
31
Emerging
22 yangfa-zhang/lunax

Lunax is a machine learning framework specifically designed for the...
29
Experimental
23 csarigoz/best-ai-newsletters

Best AI Newsletters - Curated, Up-to-date List of AI Newsletters
29
Experimental
24 Sparkier/luna

Luna is inspired by Lucid, a framework for Feature Visualization. However,...
29
Experimental
25 theinfinitydev/techweekly

A weekly curated collection of the best tools, libraries, and articles in...
29
Experimental
26 zoedolan/Vybn

Where AI Gets Real
27
Experimental
27 jimyoshida/dx-devops-landscape

Landscape of technologies and concepts for DevOps and its related fields,...
26
Experimental
28 Deep-Brainz/Universal-AI

Building Universal AI, by Advancing Tomorrow's State-of-the-art AI...
26
Experimental
29 Addaci/ai-and-history-collaboratory

online forum with synchronous and asynchronous components for the discussion...
26
Experimental
30 nathanbenaich/stateofai

The State of AI Report is an annual compilation and analysis of the most...
25
Experimental
31 khxji/lunai

Lunai is a code-free, simple and easy to use GUI, reinforcement learning Ai

25
Experimental
32 sherconan/ai-frontiers-cn

AI 前沿精读 — 全球顶尖 AI 实验室博客的中文翻译与深度解读
24
Experimental
33 totalmind/IA-AI

信息分析-人工智能全局认知项目
24
Experimental
34 CodeChefVIT/AI-Workshop-20

Official website for our AI graVITas event for the year 2020.
24
Experimental
35 imrishit98/Black-Friday-and-Cyber-Monday-Deals

Best Black Friday and Cyber Monday deals for AI tools!
24
Experimental
36 insideout/ai

The ultimate curation and content repo of all things Artificial Intelligence.
23
Experimental
37 seanpm2001/Project-Alberta

🇨🇦️🧠️🖥️🤢️ Project Alberta is a series of studies regarding inbreeding in...
23
Experimental
38 LunaOpenLabs/Luna-Academy

Welcome to Luna Academy, a curated repository by Luna OpenLabs designed to...
23
Experimental
39 seanpm2001/Project-Alberta_Docs

🇨🇦️🧠️🖥️🤢️📖️ Project Alberta is a series of studies regarding inbreeding in...
23
Experimental
40 ArtNetInc/Education

ArtNet Education

23
Experimental
41 cagatayuresin/aistpo

Yazılım test süreçlerinin yapay zeka ile optimizasyonu üzerine keşifsel veri...
23
Experimental
42 garfield-dev-team/frontend-weekly

⭐️ 每周更新优质技术文章，欢迎点赞关注！
23
Experimental
43 viveknarayanan1408/The-Algorithmic-Age

The Algorithmic Age is a documentary-style technology channel that breaks...
22
Experimental
44 ankitmishra01/ai-trajectory-index

Live index scoring 186 countries on AI readiness and 3-5 year trajectory....
22
Experimental
45 dbosmrt/reprcheck--Reproducibility-Checker-for-Research-Papers

This repository contains all the source code of reprcheck, a reproducibility...
22
Experimental
46 mickahell/robots-data

Data of my robots from my website and my Watchy.
22
Experimental
47 Shamar/ANN-decompiler

"AI" demystified: a decompiler
22
Experimental
48 angginimaharani/project-programs

🗓️ Organize and manage events for OpenGov Africa, focusing on governance,...
22
Experimental
49 sharpcoding-conference/SharpCodingWorkshop-2025

Educational materials and resources for the SharpCoding 2025 Workshop
22
Experimental
50 IBMDeveloperUK/AI-APIs-Workshop

AI APIs 101

21
Experimental
51 matthieu-grall/ai

Methodological tools for artificial intelligence (AI)
21
Experimental
52 ytrofr/ai-intelligence-hub

AI Intelligence Hub - Track 14 AI sources (GitHub, HuggingFace, MCP, Claude...
20
Experimental
53 ai-enhanced-engineer/aiee-toolset

Battle-tested patterns for production-grade AI/ML applications
20
Experimental
54 Maryam-Nasseri/AI-concepts

AI concepts, papers, algorithms, tutorials, AI roadmap
20
Experimental
55 KinnariyaMamaTanha/aiTour

AI 学习之旅
20
Experimental
56 Mehdi-H/WeeklyCuration

Interesting links I saw, every week
20
Experimental
57 mccaffary/AI-timelines-deference

A very brief analysis of the AI timelines deference survey conducted by Sam...
20
Experimental
58 ktalexan/CalPA

Artificial intelligence legislative policy analysis of California...
20
Experimental
59 SmartableAI/artificial-intelligence

A.I. Smartable - Be Smart about Artificial Intelligence
20
Experimental
60 mlnjsh/ai-landscape-2025

Living tracker of the AI ecosystem — quantum computing research, AI summits,...
20
Experimental
61 lorepieri8/ai-techniques

AI Techniques for the Modern Problem Solver
20
Experimental
62 ktalexan/CalPAAI

CaLPA-AI: California Legislative Policy Analysis Repository
20
Experimental
63 michael-borck/AI-in-the-Curriculum

Provides presentation materials and educational resources for integrating AI...
19
Experimental
64 Cercle-IA/lab

Cercle IA développe des cadres pédagogiques, outils et méthodes pour un...
19
Experimental
65 smtalimett/AIBOTML

All about AI, BOTs and Machine Learning
19
Experimental
66 deeprpatel2/ai-encyclopedia

AI Encyclopedia — Open-source, community-driven AI knowledge base. Repos,...
19
Experimental
67 KalyanM45/Synapse-Daily

This Repository contains a curated weekly collection of AI & ML news,...
19
Experimental
68 User-8266/ai-transversal-dialogues

Cross-model AI dialogue archive (Japanese). / AI横断問答録
19
Experimental
69 mablue/mosavet

Mosavet Art galery (http://JabeTagSim.t.me)
19
Experimental
70 DesignThinkingJapan/future-signals-2025-report

Future Signals 2025 — AI trend forecasting report by Design Thinking Japan....
19
Experimental
71 ilyaemelian/AI-Cognitive-Inequality

Artificial Intelligence, Cognitive Inequality, and the Illusion of Progress...
19
Experimental
72 joylarkin/2026-AI-Topics

A repository of AI topics.
19
Experimental
73 BrAINLabs-Inc/official-web

BrAIN Labs Inc. is a brain-inspired AI and neuroinformatics research lab...
18
Experimental
74 ShonHarsh/VSCode-2025-Mastering

This repository contains my notes and files for the Udemy course Mastering...
18
Experimental
75 dnyanshwalwadkar/aiops_project

AIOps is short for artificial intelligence for IT operations. It refers to...
17
Experimental
76 mindcont/AI

人工智能，[日]沟口理一郎，石田 亨编，卢伯英译.
17
Experimental
77 TRA-Tech/awesome-artificial-intelligence-tools

Birçok alanda özelliklerinden yararlanabileceğiniz yapay zeka araçları

16
Experimental
78 taezeem14/Spectrix

Artificial Intelligence
16
Experimental
79 AIIJJII/AIIJJII

AIIJJII PC-Phone_Robot
16
Experimental
80 World4AI/World4AI

World4AI is an educational resource for AI.

16
Experimental
81 Abigail-amk/AI-training

🤖 Enhance programming education by fine-tuning the Phi-3 Mini model to...
15
Experimental
82 anolilab/ai-models

Explore a comprehensive registry of AI models from leading providers. Find...
15
Experimental
83 onatm/license-against-the-machine

Strictly no AIs
15
Experimental
84 eggai-tech/ai-landscape

Explore Building Blocks for Your AI Stack
15
Experimental
85 Broko2021/mind-control

Mind Control: Why and how transhumanism is forced upon you?
15
Experimental
86 originaonxi/frontier-agi-journey

Research log — tracking the path to AGI through daily paper analysis,...
15
Experimental
87 Educational-Minigames/AI-tree

درخت مباحث هوش مصنوعی (موزه علوم کامپیوتر ایران)
14
Experimental
88 anirudhology/AIExplorerKit

A toolkit for exploring the vast landscape of AI.
14
Experimental
89 iadnan21/yuv-ai-trends

🤖 Discover top AI and Machine Learning trends with personalized content and...
14
Experimental
90 SupTechRM/Seven

The Future

14
Experimental
91 Jawad-H/AI_Companies_Details_API

API Gives the details About AI Companies 🤖
14
Experimental
92 aaravrao12/AI-In-STEM

This is the official website of our non profit, AI in STEM
14
Experimental
93 cwqqes/go-fiber-docs-bangla

📚 Explore complete documentation for the Go Fiber framework in Bengali,...
14
Experimental
94 Fruitymo/cognitive-services-resources

Resources to help you get started with Microsoft Cognitive Services. Views...
14
Experimental
95 Sribhavesh/ISResearch

📊 Explore technology adoption through interactive mapping and agent-based...
14
Experimental
96 StanfordUniversityAIResearchCenter/ANI

Artificial Intelligence Research Center, Stanford University, Department of...
13
Experimental
97 dragonfruit-ai/launchpad

🚀 Documentation and component library for Dragonfruit AI's Launchpad
13
Experimental
98 LEGOAI-TECHNOLOGIES/legoai_community_accelerator

An Opensource Project Released by LEGOAI

13
Experimental
99 abhiverse01/Zodiac-AI

This is an long-term Aritificial Intelligence research project thai I'm...
13
Experimental
100 dusova/ai-tools

Bu repo, mevcut yapay zeka araçlarını tanıtarak geliştiricilere ve teknoloji...
13
Experimental
101 jayleehappy/Jesus-is-AI

【人类与AI共同创作】探讨高级文明、AI与宗教的科幻小说 | [Human-AI Collaboration] A sci-fi novel...
12
Experimental
102 mlnjsh/countrywise-ai

How countries are competing in AI — rankings, investment, startups, talent,...
12
Experimental
103 INNOVATIONAL-ARTIFICIAL-INTELLIGENCE/IAI

Promoting sustainable and inclusive AI development for all humanity. -...
11
Experimental
104 Knowledge-Management-aka-Uniwa/KMS

Comparative research study analyzing modern Knowledge Management Systems...
11
Experimental
105 scottcovert/ai-revolution-tracker

AI revolution knowledge base: 190 entries, 1287 tracked claims, 106 experts....
11
Experimental
106 antazo/ai-python

🐍 Harness AI advanced capabilities in a Pythonic way.
11
Experimental
107 Rafael2026/ML_AI

Machine Learning and Artificial Intelligence
11
Experimental
108 nnthuan/ai

The repository of documents and other resources for research on AI.

11
Experimental
109 aivisify/aivisify-assets

assets of aivisify.com
11
Experimental
110 ItsMassive/MGA

https://mga.rocks/
11
Experimental
111 Adapa2025/Anunnaki-Les-origines-

Recueil de ressources concernant "Les Origines; recherche collaborative...
11
Experimental
112 a104437ana/RAS

Software Requirements and Architecture Course – Project 🎓
11
Experimental
113 Hazrat-Ali9/Software-Engineering-With-ML-AI

🚞 Software 🚂 Engineering 🚃 with the 🚅 Power of 🚋 Machine 🚁 Learning 🛳 AI...
10
Experimental
114 camara94/usage-pro-ai

Ce module permettra aux responsables d’entreprises d’en savoir plus sur la...
10
Experimental
115 TathagataChakraborti/bpm-planning-tutorial

BPM 2021 Tutorial on Automated Planning and Business Process Management
10
Experimental
116 W3STY11/Neural-Blueprint

An expansive, evolving repository designed to tackle the unfathomable depth...
10
Experimental
117 unmuktoai/.github

We're on a journey to enhance AI and machine learning for the Bengali...
10
Experimental
118 TalixAI/Pii

A mathematical language model that creates datasets from pure math
10
Experimental