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What made the repo special, Riya realized, wasn't just the content. It was the community around it—a sparse constellation of issues and pull requests where strangers corrected minor errors, added clarifying figures, and suggested better datasets. Someone had opened a thread titled "Intuitions for softmax" and written a short, luminous note comparing it to a crowd deciding which singer to cheer for; another contributor posted an interactive SVG that let you drag logits and watch probabilities morph in real time. The conversation was patient and generous, the way a teacher’s annotations leave breadcrumbs. Some popular resources for AI and machine learning