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Tom Yeh
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@ProfTomYeh

Tom Yeh

@ProfTomYeh
CS Prof | AI by Hand ✍🏼 | @cuboulder
Denver, CO
byhand.ai
Joined October 2009
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  • @ProfTomYeh
    Tom Yeh
    @ProfTomYeh
    4h
    In my class, I teach the autoencoder by asking everyone to stand up. 🙆 Stretch your arms out wide. Imagine you are holding a heavy textbook (like Introduction to Algorithms by Prof. Cormen), the whole thing, every page. Now bring your hands slowly together until they almost
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  • @ProfTomYeh
    Tom Yeh
    @ProfTomYeh
    20h
    New chapter! Context problems. Who can solve these by hand ✍️? Download PDF: byhand.ai/context-1-5 The first five: 1. Mark the context: the window as cells you can count 2. What fills the window: the system prompt, the user, the model's reply 3. Turn by turn: every turn is
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  • @ProfTomYeh
    Tom Yeh
    @ProfTomYeh
    Sep 7
    GAN by hand ✍️ interactive diagram. Open byhand.ai/gan ~ Prof. Tom Yeh
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  • @ProfTomYeh
    Tom Yeh
    @ProfTomYeh
    Sep 6
    Discrete Fourier Transform by hand ✍️ ~ 12 steps walkthrough below Here is a little-known secret about the DFT and the inverse DFT: it is just matrix multiplication in both directions, one the transpose of the other, exactly like the forward pass and backpropagation I drew in
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  • @ProfTomYeh
    Tom Yeh
    @ProfTomYeh
    Sep 5
    AI by Hand ✍️ Yantra Jnana Award ~ Yantra Jnana means "Machine Knowledge" in Sanskrit. I learned this from Prof. Narendra Karamangala. Today is India’s Teachers' Day. We are pleased to announce this award to recognize extraordinary work teaching AI in an Indian language, by hand,
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