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ferrolearn #1 — linear regression
implementing linear regression from scratch in rust and wasm — gradient descent, regularization, k-fold cross-validation, and what the abalone dataset teaches us about the limits of linear models.
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ferrolearn #0 — exploratory data analysis with rust + wasm
before we train anything, we look at the data — parsing abalone shell measurements in rust and visualising the results in the browser
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ferrolearn — ml algorithms from scratch in rust + wasm
a series reimplementing classic ml algorithms in rust, compiled to wasm, with interactive browser demos
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anomie in the workplace - understanding the modern drift
how 'anomie' explains modern workplace phenomena like quiet quitting and boreout, driven by fluid identities and outdated organizational structures
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the future of development - ai
a reflection on how ai tools like OpenAI's o3 are reshaping the role of developers, amplifying their capabilities rather than replacing them.