NonLinearity

A Guide To Linearity and Nonlinearity in Machine Learning

…and their roles in decision boundaries, embeddings, dynamical systems, and next-gen LLMs“A watch for an eye fixed, a tooth for a tooth.”— Lex Talionis, Codex HammurabiThe famed Lex Taleonis is a law of proportionality....

Non-Linearity: Can Linear Regression Compete With Gradient Boosting?

Some weeks ago, I published a post on LinkedIn.The post was based on the next figure, comparing the predictions made by two models: Linear Regression, and CatBoost.This began a discussion, and I discovered the...

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