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bijinc/unscramble

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unscramble

recursively organize files in a directory using semantics

Features

  • Organize files into dedicated folders using file extensions
  • Organize files semantically using Jaccard indexing
  • Organize files semantically using cosine similarity of FastText embedding vectors

Uses the crawl-300d-2M pre-trained model

Optimizations

  • Converted models to the finalfusion format to speed up loading
  • Load models on initialization using finalfusion with memory-mapping (199s -> 2s)
  • Used 'rayon' to parallelize certain stages of the semantic organization pipeline

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semantically organize files using FastText embeddings

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