Curated tutorials and resources for Large Language Models, AI Painting, and more.

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Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools

A curated list of awesome resources, tools, tutorials, and projects for building generative AI applications using Spring AI

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

The best collection of AI tutorials to make you a boss of Data Science!

The awesome nano banana playbook from the SuperMaker AI team. Discover a complete collection of strategies, use cases, and tutorials to unlock the full potential of nano banana.

A curated list of awesome Letta projects, tools, tutorials, and resources for building stateful AI agents with persistent memory.

论文 Hinton等的论文 Matrix capsules with EM routing - Hinton, G. E., Sabour, S. and Frosst, N. (2018) Dynamic Routing Between Capsules - Sabour, S., Frosst, N. and Hinton, G.E. (2017) Transforming Auto-encoders - Hinton, G. E., Krizhevsky, A. and Wang, S. D. (2011) A parallel computation that assigns canonical object-based frames of reference. - Hinton, G.E. (1981) Shape representation in parallel systems - Hinton, G.E. (1981) Optimizing Neural Networks that Generate Images - Tijmen Tieleman’s disseration 其他论文 Capsule Network Performance on Complex Data - Xi, E., Bing, S. and Jin, Y. (2017) Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture - Qiao, K., Zhang, C., Wang, L., Yan, B., Chen, J., Zeng, L. and Tong, L., (2018) An Optimization View on Dynamic Routing Between Capsules - Wang, D., Liu, E. (2018) CapsuleGAN: Generative Adversarial Capsule Network Ayush Jaiswal, Wael AbdAlmageed, Premkumar Natarajan. (2018) Spectral Capsule Networks - Bahadori, M. T. (2018) 博客 Max Pechyonkin的胶囊网络入门系列： 胶囊网络背后的直觉 胶囊如何工作 囊间动态路由算法 胶囊网络架构 基于TensorFlow实现胶囊网络 Debarko De的胶囊网络教程，包括注释详尽的胶囊网络实现代码 基于CUDA为胶囊网络实现TensorFlow定制操作 Jos van de Wolfshaar的文章，定制胶囊网络运算的CUDA支持 ISI新研究：胶囊生成对抗网络 用胶囊网络替换CNN作为GAN的判别网络，在MNIST数据集上取得了比卷积GAN更好的表现 Uncovering the Intuition behind Capsule Networks and Inverse Graphic Tanay Kothari的长篇教程 A Visual Representation of Capsule Connections in Dynamic Routing Between Capsules Mike Ross的胶囊网络示意图 Capsule Networks Are Shaking up AI — Here’s How to Use Them Nick Bourdakos的介绍 Capsule Networks Explained Kendrick Tan的解释 Understanding Dynamic Routing between Capsules (Capsule Networks) Jonathan Hui的教程，包括注释详尽的基于Keras的胶囊网络实现代码 Matrix capsules with EM routing Adrian Colyer关于EM路由的文章 Capsule Networks: A Glossary Sebastian Kwiatkowski的胶囊网络术语表 Overview of awesome articles 点评三篇胶囊网络教程 视频 Geoffrey Hinton’s talk: What is wrong with convolutional neural nets? - Geoffrey Hinton在MIT. Brain & Cognitive Sciences的演讲《卷积神经网络的问题在哪里？》 Capsule Networks (CapsNets) – Tutorial - “这视频棒极了。我本希望我能把胶囊解释得这么清楚。”Geoffrey Hinton Capsule networks: overview - 胶囊网络概览，包括向量和矩阵胶囊。 Overview of awesome videos 对以上3个视频的点评。 Capsule Networks: An Improvement to Convolutional Networks Siraj Raval介绍胶囊网络的视频 动态路由实现 官方实现 Sarasra/models 《Dynamic Routing Between Capsules》论文所用的代码 TensorFlow alisure-ml/CapsNet bourdakos1/capsule-networks etendue/CapsNet_TF InnerPeace-Wu/CapsNet-tensorflow jaesik817/adv_attack_capsnet jostosh/capsnet JunYeopLee/capsule-networks laodar/tf_CapsNet leoniloris/CapsNet naturomics/CapsNet-Tensorflow rrqq/CapsNet-tensorflow-jupyter thibo73800/capsnet-traffic-sign-classifier tjiang31/CapsNet winwinJJiang/capsNet-Tensorflow PyTorch acburigo/CapsNet adambielski/CapsNet-pytorch AlexHex7/CapsNet_pytorch aliasvishnu/Capsule-Networks-Notebook-MNIST andreaazzini/capsnet.pytorch cedrickchee/capsule-net-pytorch dragen1860/CapsNet-Pytorch gram-ai/capsule-networks higgsfield/Capsule-Network-Tutorial laubonghaudoi/CapsNet_guide_PyTorch leftthomas/CapsNet nishnik/CapsNet-PyTorch tonysy/CapsuleNet-PyTorch Ujjwal-9/CapsNet Keras fengwang/minimal-capsule gusgad/capsule-GAN mitiku1/Emopy-CapsNet ruslangrimov/capsnet-with-capsulewise-convolution streamride/CapsNet-keras-imdb sunxirui310/CapsNet-Keras theblackcat102/dynamic-routing-capsule-cifar XifengGuo/CapsNet-Keras XifengGuo/CapsNet-Fashion-MNIST Chainer soskek/dynamic_routing_between_capsules Torch mrkulk/Unsupervised-Capsule-Network MXNet AaronLeong/CapsNet_Mxnet GarrickLin/Capsnet.Gluon Soonhwan-Kwon/capsnet.mxnet CNTK Southworkscom/CapsNet-CNTK Lasagne DeniskaMazur/CapsNet-Lasagne Matlab yechengxi/LightCapsNet R dfalbel/capsnet JavaScript alseambusher/capsnet.js Vulcan moothyknight/CapsNet-for-Graphics-Rendering-Optimization EM路由实现 TensorFlow gyang274/capsulesEM www0wwwjs1/Matrix-Capsules-EM-Tensorflow PyTorch shzygmyx/Matrix-Capsules-pytorch 其他资源 Capsule Networks discussion Facebook讨论组 CapsNet-Tensorflow CapsNet-Tensorflow的gitter.im讨论组 Will capsule networks replace neural networks? Quora问答“胶囊网络会取代神经网络吗？” Could GANs work with Hinton’s capsule theory? Quora问答“GAN可以应用Hinton的胶囊理论吗？” Dynamic Routing Between Capsules Kyuhwan Jung对论文《Dynamic routing between Capsules》的评论（slideshare）

Awesome list of AI Fairness tools, research papers, tutorials and any other relevant materials. For use by data scientists, AI engineers and policymakers alike.

A collection of awesome framework, libraries, learning tutorials, videos, webcasts, technical resources and cool stuff about bots, AI Chatbots, botnets.

A curated, awesome list of resources, tools, and projects related to the AI Large Language Model (LLM) DeepSeek. Discover frameworks, libraries, tutorials, and more to enhance your DeepSeek development.

A curated, awesome list of resources, tools, and projects for the AI Large Language Model (LLM) LLaMA 3. Explore frameworks, libraries, tutorials, and guides to accelerate your LLaMA 3 development

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A curated list of awesome Agent2Agent (A2A) protocol resources, including server implementations, libraries, tools, and tutorials to help developers build interoperable AI agent systems.

A collection of neuro network tutorials for ai beginners.

A curated list of awesome OpenClaw resources, tools, skills, tutorials, and articles. The open-source AI agent taking the world by storm.

A curated list of awesome OpenClaw resources (tools, libraries, tutorials, workflows, extensions, and practical examples for building with the open-source autonomous AI assistant.

**AI Powered AI Vibe** – Your Ultimate Coding Hub A go-to resource for **AI-powered coding**, featuring expert tips, step-by-step tutorials, and a curated awesome list of must-have tools and frameworks. Whether you're a beginner or a pro, explore, contribute, and elevate your AI development with cutting-edge insights!

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Awesome list of resources, tutorials, and examples for 8080.ai - AI app builder

A curated list of awesome resources for OpenClaw — the personal AI assistant. Skills, plugins, hosting, tutorials, and community.

😎 A curated list of awesome Toco AI projects, domain models, agent rules, tutorials, and resources. Discover how developers are ditching vibe coding for deterministic AI engineering.

"Awesome AI" aims to make learning fun using Artificial Intelligence (AI). It is designed for learners who want to explore in a interactive way. The project includes a collection of resources, tutorials that cover a wide range of AI topic. With "Awesome AI", anyone can learn AI in a fun and engaging way.

This a recreation of the game Flappy Bird made with pygame, and an implementation of a AI with NEAT, all made following the awesome tutorials of the youtube channel: Tech With Tim

React Application using Alan AI (https://alan.app/) to enable voice-controlled current news queries. With voice commands or buttons, current news on numerous topics from reputable sources is displayed to appear like a new-stand. Conversational phrases and queries can be pre-loaded into the Alan machine-intelligence. This site was inspired by an awesome youtube tutorial created by Adrian Hajdin detailing how to customize the voice ai platform, and build it into a multi-dimensional project. Hajdin's superb tutorial: https://www.youtube.com/watch?v=rqw3OftE5sA.

This is just a small step towards automating the entire process of checking people before allowing them entry to malls, restaurants, places of worship etc. I built this detector specifically to work on devices with limited computational resources and power so that more and more people can actually use this detector and leverage the power of AI. This project can detector further be enhanced by integrating a wireless temperature sensor like MLX90614, henceforth detecting mask and temperature at the same time Special thanks to Adrian Rosenbrock and Andrew Ng for those awesome tutorials that made this thing possible.