Tagged “machine-learning”
115 pages · most loved first · page 5 of 5
The GPT-3 Architecture, on a Napkin
A hand-drawn, step-by-step diagram tour of how GPT-3 turns words into predictions, covering embeddings, attention and la…
The Illustrated AlphaFold
A visual walkthrough of the AlphaFold3 architecture with diagrams and plain explanations of how the model predicts prote…
The Neural Network Zoo
A colorful illustrated cheat sheet of dozens of neural network architectures, from perceptrons to GANs, each drawn as a…
The Smallest Brain You Can Build
An interactive explainer that builds a perceptron from scratch, letting you tweak weights, bias and learning rate to wat…
Theo Guesser
A GeoGuessr parody set inside one man's apartment: look at a photo and pinpoint where in the flat it was taken, then com…
This AI Does Not Exist
A generator that invents realistic descriptions and code snippets of machine learning models that do not exist, a playfu…
This Person Does Not Exist
Generates a new photorealistic face of a person who does not exist on each refresh, using a generative adversarial netwo…
This Waifu Does Not Exist
An endless grid of anime character portraits generated by a StyleGAN neural network, each paired with machine-written ba…
TinyPPO Snake
A neural network learns to play Snake live in your browser using PPO reinforcement learning, so you can watch it go from…
Towards Data Science
A large publication on data science, analytics, machine learning and AI, with community tutorials, explainers and career…
Training a 125M-Parameter Model to Autocomplete Piano
A write-up of training a small transformer to autocomplete piano MIDI performances in real time on-device, covering the…
Transformer Circuits Thread
A series of in-depth research publications from Anthropic's interpretability team reverse engineering how transformer la…
Transformers from Scratch
A patient, jargon-light walkthrough of how transformer models work, building the idea from simple pieces up to attention…
Vesuvius Challenge Grand Prize
How a burned 2000-year-old Herculaneum scroll was virtually unrolled and read for the first time, and what the ancient t…
Visual Book Recommender
An essay and interactive demo of a visual book recommender that recreates the used bookstore browsing experience, mappin…
VRAM Calculator
A calculator that estimates how much GPU memory a transformer-based model needs to run, based on model size, precision,…
When Machine Learning Tells the Wrong Story
A personal story of a research project on website-fingerprinting side channels, where a machine learning result turned o…
Windows on Theory
A research blog on the theory of computing, with essays and lecture notes on algorithms, complexity, cryptography, and l…
YOLO.EXE
A loud, scrolling crash course on how computers spot objects in pictures with the YOLO algorithm, ending with real detec…
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