Machine Learning
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What worked, what broke, and why I did it
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Softmax Regression is simply Logistic Regression extended to multiple classes. By computing one linear score…
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In the Author Spotlight series, TDS Editors chat with members of our community about their…
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Ridge and Lasso regression are often perceived as more complex versions of linear regression. In…
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NeurIPS 2025 Best Paper Review: Qwen’s Systematic Exploration of Attention Gating
Large Language ModelsThis one little trick can bring about enhanced training stability, the use of larger learning…
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In this article, we rebuild Logistic Regression step by step directly in Excel. Starting from…
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Most breakthroughs in deep learning — from simple neural networks to large language models —…
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Linear Regression looks simple, but it introduces the core ideas of modern machine learning: loss…
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Tips for accelerating AI/ML on CPU — Part 2
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In this article, we explore LOF through three simple steps: distances and neighbors, reachability distances,…
7 min read