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Neural Networks from scratch in Rust #4: Layers of neurons and backpropagation

3 点作者 chubs10 个月前

3 条评论

chubs10 个月前
The other articles, in order:<p>#1, a single neuron: <a href="https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;03&#x2F;10&#x2F;neural-networks-1&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;03&#x2F;10&#x2F;neural-networks-1&#x2F;</a><p>#2, one neuron&#x27;s gradient: <a href="https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;03&#x2F;20&#x2F;neural-networks-2&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;03&#x2F;20&#x2F;neural-networks-2&#x2F;</a><p>#3, training: <a href="https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;04&#x2F;22&#x2F;neural-networks-3&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;04&#x2F;22&#x2F;neural-networks-3&#x2F;</a><p>#4, multiple layers and backpropagation: <a href="https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;07&#x2F;10&#x2F;neural-networks-4&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.splinter.com.au&#x2F;2024&#x2F;07&#x2F;10&#x2F;neural-networks-4&#x2F;</a><p>Thanks for your time, I hope it&#x27;s somewhat informative :)
chubs10 个月前
Hi all, I recently finished writing a series of articles on implementing NNs from scratch, trying to keep it as relatable as possible by demonstrating the maths (math, americans might say) in spreadsheets, pseudocode, and Rust. I really hope someone gets something out of this! Thanks :)
demarq10 个月前
awesome, something like this needed to exist.<p>Looking forward to more articles!