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Algorithms and utilities for calculating item relevance based on usage patterns.
Distinguishing note: Focuses on the mathematical ranking logic (frecency) rather than the storage or navigation interface itself.
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Zoxide is a terminal utility designed to accelerate filesystem navigation by learning user habits. It functions as a command-line navigation tool that allows users to jump to frequently accessed directories using partial names rather than typing out full file paths. The tool maintains a persistent, atomic file-based database that records navigation history, enabling rapid lookups and safe updates across multiple shell sessions. The project distinguishes itself through a frecency-based ranking algorithm, which calculates directory relevance by combining access frequency with temporal decay. Th
A ranking engine that calculates directory relevance by combining access frequency and recency to prioritize search results.