Apr 13 · 14 min read · You've trained a machine learning model and want to tune its hyperparameters. Each evaluation takes hours. You've tested 6 configurations so far. Where should you try next? If you read our hyperparame
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Apr 12 · 10 min read · A two-year-old points at a golden retriever in the park and says, with perfect confidence, "dog!" Her mother nods. Ten minutes later she points at a cow and says, with equal confidence, "dog!" Her mother shakes her head: "no, that's a cow." The toddl...
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Apr 3 · 14 min read · Imagine you're planning a road trip through 25 cities. The number of possible routes is 25!/2 — roughly 7.8 × 10²⁴, more than the number of stars in the observable universe. You can't try them all. An
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