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01 May 25

Deep Learning Foundations and Concepts

https://www.bishopbook.com/
by struanr 9 months ago
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Probabalistic Machine Learning

https://probml.github.io/pml-book/
by struanr 9 months ago
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Understanding Deep Learning

https://udlbook.github.io/udlbook/
by struanr 9 months ago
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Dive into Deep Learning

https://d2l.ai/
by struanr 9 months ago
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Alice’s Adventures in a differentiable wonderland

https://www.sscardapane.it/alice-book/
by struanr 9 months ago
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Automatic Differentiation

https://medium.com/@rhome/automatic-differentiation-26d5a993692b
by struanr 9 months ago
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Thinking like Transformer

https://srush.github.io/raspy/
by struanr 9 months ago
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The Matrix Calculus you need for Deep Learning

https://explained.ai/matrix-calculus/
by struanr 9 months ago
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Mathematics for Machine Learning

https://mml-book.github.io/
by struanr 9 months ago
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Equinox JAX Framework

https://docs.kidger.site/equinox/
by struanr 9 months ago
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Why AdamW matters

https://medium.com/data-science/why-adamw-matters-736223f31b5d
by struanr 9 months ago
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On Impactful AI Research

https://github.com/okhat/blog/blob/main/2024.09.impact.md
by struanr 9 months ago
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