Information Theory, Inference, and Learning Algorithms by David J.C. MacKay
inference.org.uk/mackay/itilaInformation Theory, Inference, and Learning Algorithms is a textbook with related resources by David MacKay.
Looking for something like IMS? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 2 are free or have a free plan and 2 are open source.
Introduction to Modern Statistics is an open college-level textbook covering multivariable relationships and simulation-based inference.
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Information Theory, Inference, and Learning Algorithms by David J.C. MacKay | — | Not stated | Web |
| 2 | Artificial Intelligence: A Modern Approach | — | Not stated | Web |
| 3 | CSS Protips | — | Yes | — |
| 4 | MathNet | Free | Not stated | Web |
| 5 | Fourier Transform | — | Not stated | Web |
| 6 | Stop the Bleed | — | Not stated | Web |
| 7 | The Borr Project | — | Not stated | Web |
| 8 | FlowingData | — | Not stated | Web |
| 9 | Simuwaerm | — | Yes | macOS, Windows |
| 10 | LibreTexts Statistic | — | Not stated | Web |
Information Theory, Inference, and Learning Algorithms is a textbook with related resources by David MacKay.
The Artificial Intelligence: A Modern Approach textbook site includes courses, exercises, and related resources.
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The Borr Project provides pre-college mathematics resources and learning materials.
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LibreTexts Statistics provides curated statistics texts for direct use or for building customized remixes.
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