Tagged “machine-learning”
115 pages · most loved first · page 1 of 5
30 Papers
A curated reading list of 30 foundational AI and deep learning papers, hosted in full with plain-language explanations s…
A Geometric Intuition for LDA
An interactive walkthrough of linear discriminant analysis that builds a geometric picture of how classification and dim…
A Neural Network That Writes Hangul by Hand
A write-up on training a recurrent neural network to generate Korean handwriting strokes, from collecting 4,500 lines wi…
A Thousand Ways to Draw
A stroll through 100,000 Quick, Draw! doodles of cats, owls, skulls and the Mona Lisa, lined up by similarity so you can…
Academic Torrents
A distributed repository where researchers share enormous datasets, from machine learning corpora to video collections a…
AI Art Gallery
The NeurIPS creativity workshop gallery of machine-learning art, music, design and poetry, with highlights from several…
AI by Hand
Prof. Tom Yeh works through neural network math, algorithms and architectures with hand-drawn spreadsheet-style diagrams…
AI Grounds
Hands-on interactive playgrounds that teach AI concepts, letting you explore algorithms, statistics and machine learning…
AI Weirdness
A machine-learning humor blog by Janelle Shane that trains neural networks on odd tasks and shares the results, from str…
AI-Generated Magic Cards
A generator that uses a GPT-2 model trained on real cards to invent new Magic: The Gathering cards, with names, costs, a…
Algorithms Books
Three MIT Press textbooks by Mykel Kochenderfer and coauthors on optimization, decision making and validation, with full…
Aman.ai
Stanford class notes and learning primers on artificial intelligence and deep learning, written as a clear reference for…
An Introduction to Statistical Learning
The home of the popular statistics and machine learning textbook, with free PDFs of every edition, R and Python labs, da…
Analyzing 50k Fonts Using Deep Neural Networks
Erik Bernhardsson scrapes 50,000 fonts and trains neural networks on them, then explores the learned font space with vis…
Animated AI
Short animated explainers that show how neural networks and convolutions actually work, with clear moving diagrams that…
Artificial Intelligence: A Modern Approach
The companion site for the standard university textbook on artificial intelligence, with resources, code repositories, a…
AutoDraw
A drawing tool by Google Creative Lab that pairs machine learning with artists' drawings, guessing your doodles and swap…
BAIR Blog
The Berkeley Artificial Intelligence Research blog, where lab researchers explain their recent papers on robotics, visio…
Building a Web Search Engine From Scratch
A deep-dive write-up on building a web search engine in two months with 3 billion neural embeddings, from a GPU cluster…
Can You Reverse Engineer Our Neural Network?
Jane Street presents a machine learning puzzle: given a trained network and no documentation, work out what it actually…
colah's blog
The visual essay blog of researcher Chris Olah, using interactive diagrams to explain neural networks, topology, and how…
ConvNetJS
A JavaScript library with live demos that train neural networks right in your browser, including image classifiers, regr…
Counting People with Machine Learning
A project write-up on counting foot traffic from IP webcam feeds with machine learning, walking through the detection ap…
CS 189 Introduction to Machine Learning
The public course site for UC Berkeley's introduction to machine learning, with lecture slides, notes, discussion worksh…
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