• Melting Asphalt - Philosophy and Computer Science
• MAKE/MUSIC - Singer ‘Stefanie Sun’
• man6 - Backend Development
• Andrej Karpathy - Deep Learning
• Eugene Vinitsky - Civil Engineering
• Matt Might - Computer and Bioinformatics Science
• Amirhossein Kazemnejad - Computer Science
• Timo Denk - Software Engineer
• Jay Alammar - Machine Learning
• Joseph Redmon - Computer Vision
• Ian Hickson - Software Engineer
• Xin Fu - Software Engineer
• Lilian - practical AI safety and alignment at OpenAI
• Christopher Olah - AI
• Jianing Yang - Embodied AI
• Xinlei Chen - Research Scientist at Meta FAIR labs
• Yann LeCun - AI Research

• Outbreak: Playable simulations of a disease outbreak

• Going Critical: The importance of networks

• 我的 AI / My AI

• The illustrated guide to a Ph.D.

• A Survival Guide to a PhD

• Expectation setting

• PhD: a retrospective analysis

• Personal Rules of Productive Research

• Spotting a cherry-picked paper

• Thoughts on Better Textbooks

• A Guide to Cold Emailing

• Transformer Architecture: The Positional Encoding

• Linear Relationships in the Transformer’s Positional Encoding

• The Illustrated Transformer

• YOLO: Real-Time Object Detection

• Reflecting on 18 years at Google

• The Illustrated Stable Diffusion

• LLM Powered Autonomous Agents

• Understanding LSTM Networks

Github

• Open Source Guides
• Stable-diffusion-webui - A browser interface based on Gradio library for Stable Diffusion.
• Gyroflow - Video stabilization using gyroscope data
• Godot - Godot Engine – Multi-platform 2D and 3D game engine
• Blender - Blender is the free and open source 3D creation suite
• Rustdesk - An open-source remote desktop
• LLaMA-Factory - Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
• drawio - Drawio-desktop is a diagramming and whiteboarding desktop app
• LLM Visualization - About 3D Visualization of an GPT-style LLM bbycroft.net
• 《李宏毅深度学习教程》

Python

• 《Python Cookbook 3rd Edition Documentation》
• 《30天吃掉那只Tensorflow2》 - Eat Tensorflow2 in 30 Days
• 《20天吃掉那只Pytorch》 - Eat Pytorch in 20 Days

Deep Learning

• 《Deep Learning》 - The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular.

Computer Vision

• ImageNet - Image Datastes
• CVPR - Conference on Computer Vision and Pattern Recognition
• ICCV - International Conference on Computer Vision
• ECCV - European Conference on Computer Vision

NLP

• 《大规模语言模型·从理论到实践》 - Large Scale Language Modelling - From Theory to Practice
• 《自然语言处理导论》 - Introduction to Natural Language Processing
• Hugging Face - Open source database and models in machine learning
• 《The Annotated Transformer》 - This document itself is a working notebook, and should be a completely usable implementation.

ROS2

• ROS2: Humble - Robot Operating System
• MoveIt: Humble - The robotic manipulation platform

Linux

• Install Ubuntu desktop
• The Linux Commands HandbookS

Game

• Itch.io - A platform to find and share indie games online for free.

Art

• Artstation - ArtStation is the showcase platform for art & design.
• Wallhaven - Your source for the best high quality wallpapers on the Net!
• Pexels - Free stock photos & videos you can use everywhere.
• Civitai - Explore thousands of high-quality Stable Diffusion models, share your AI-generated art, and engage with a vibrant community of creators.
• Squoosh - Squoosh is the ultimate image optimizer that allows you to compress and compare images with different codecs in your browser.
• Blender - Blender is a free and open source 3D creation suite.
• Midjourney - Use the Midjourney bot to generate stunning images from simple text prompts in seconds. For example, generating images on Discord.
• Wonder Dynamics - An AI tool that automatically animates, lights and composes CG characters into a live-action scene.
• Font Awesome - Font Awesome is the Internet’s icon library and toolkit.