Tagged “machine-learning”
115 pages · most loved first · page 2 of 5
CS231n: Deep Learning for Computer Vision
Stanford's CS231n course notes, a widely used set of free written tutorials on neural networks, convolutional networks,…
Deep Learning Gallery
A curated showcase of deep learning projects, from algorithms to applications, collected as a browsable gallery of what…
Deep Learning Training vs. Inference
An explainer on how AI models are trained and then put to work, covering the difference between deep learning training a…
Distill
A machine learning research journal that published interactive, visually rich explanations of neural networks and their…
Do Machine Learning Models Memorize or Generalize?
An interactive explorable from Google PAIR that walks through grokking, where neural networks suddenly generalize long a…
Eigentechno
A mathematician runs principal component analysis on thousands of techno loops and lets you listen to the results: eigen…
explained.ai
A set of deeply illustrated, interactive explainers that unpack how machine learning and statistics concepts like random…
Fast Neural Style
A TensorFire demo that runs neural style transfer entirely in the browser, repainting your images in the style of famous…
Fingerspelling
Learn the American Sign Language alphabet with your webcam: machine learning watches your hand shapes and tells you when…
Fizz Buzz in Tensorflow
A deadpan fictional job interview in which the candidate solves the simplest coding exercise, FizzBuzz, by training a ne…
FreddieMeter
Sing a Queen song into your microphone and an on-device machine learning model scores how closely your pitch, melody and…
GAN Playground
Train generative adversarial networks entirely in your browser and watch them learn to imitate 2D distributions or image…
Gaussian Belief Propagation
An interactive visual introduction to Gaussian Belief Propagation, with live demos explaining distributed inference on g…
Geospot Infinity
Drop in any photo and an online geolocation model guesses where on Earth it was taken, a GeoGuessr-style challenge where…
Gimme Serendipity
A StumbleUpon-style discovery site that recommends new websites and photos from your ratings, learning your taste over t…
Google Research Blog
The official Google Research blog, with posts on machine learning, algorithms, quantum computing, health and science, la…
Graph Convolutional Networks
An introduction by Thomas Kipf to neural networks on graph-structured data such as social and citation networks, explain…
Graph Game
A game built to help you learn neural network architectures, challenging you to piece together how the building blocks o…
Han, Not Solo
Essays by Han Lee on building machine learning systems, covering AI evaluation, agent infrastructure, search, and recomm…
Hey, Computer, Make Me a Font
A personal journey building a generative ML model from scratch and teaching it to produce real TrueType fonts, with glyp…
How LLMs Work
An interactive visual deep dive into how large language models work, built around Andrej Karpathy's lecture and explaine…
I Counted All of the Yurts in Mongolia
A hobbyist trains a machine learning model on satellite imagery to count every yurt in Mongolia, with maps, methods and…
Inside FAISS
An illustrated, interactive walkthrough of how billion-scale similarity search works, from vectors and clustering to qua…
Introducing Flickr PARK or BIRD
A Flickr engineering write-up on building a computer vision system that answers a famous xkcd question: whether a photo…
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