A 2003 book by David J.C. MacKay published by Cambridge University Press, covering information theory, inference, and learning algorithms. The site offers corrections, software, and downloadable figures. It lists a price of £35.00 or $60.00.
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Free Ebooks Download Links is a blog that provides links for downloading e-books available freely in different formats. The books are published online by their authors for free viewing and printing for non-commercial purposes. Categories include artificial intelligence, machine learning, information theory and communication systems.
GuitarScale.org is a website that presents music scales for guitar and bass guitar through diagrams and supplementary information. Scales are shown in octave-based, shape-based and full fretboard diagram styles, with collapsible panels covering scale degrees, related chords and theory. The site states it shows no ads and offers ebooks for support.
An online guide providing practical information about equalizers for in-ear monitor audio reproduction. It is aimed at users from beginners to experienced, covers basic theory and step-by-step EQ instructions, and includes sections on case studies, measurement databases, myths and additional tools.
JamStart is a music theory and ear-training tool that works with Spotify playlists. It provides key, mode, BPM, chord charts, scale charts and circle-of-fifths information for songs, and allows filtering songs by key or mode. Users can search a database and view or edit playlists.
Meaning of is the personal blog of Kenny Bastani, covering open source software, graph databases, cloud native architectures, information theory, artificial intelligence, and machine learning. As of September 18, 2025, the blog is no longer maintained, with readers directed to the author's GitHub or LinkedIn profiles.
An illustrated explainer article on VQGAN, describing how the model generates images from text at a conceptual level and how VQGAN and CLIP work in tandem. It covers a theory of perception, using transformers to model interactions, expressing images through a codebook, and training the GAN and transformer.
Wolfram|Alpha is a computational knowledge engine with broad knowledge and deep computational power in mathematics. It provides calculators and answers across elementary math, algebra, calculus, geometry, number theory, discrete and applied math, logic, functions, plotting, advanced mathematics, definitions, famous problems, continued fractions, and Common Core math. Users can get help with math homework, solve specific problems, or find information on mathematical subjects and topics.