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aeon-core

Shared infrastructure for the HyphAeon family of packages (HyphAeon, ChronAeon).

Contains the PhyloAxialTransformer foundation model, pretrained weight resolution (HuggingFace Hub), and core utilities for alignment processing, inference, spectral splits, temporal parsing, I/O, and statistics.

Installation

pip install hyphaeon-core

Components

  • model — PhyloAxialTransformer, BustedMultiTaskHead, decode_soft_ordinal_lrt
  • weights — Weight resolution from HuggingFace Hub (datamonkey/hyphaeon), safetensors loading
  • inference — Device management, adaptive batch sizing, model loading, alignment preparation
  • dataset — Alignment parsing, TN93 distance matrices, tree handling, MDS coordinates
  • splits — Cross-taxa attention extraction, fused affinity matrices
  • temporal — Date parsing utilities (parse_date_to_decimal, extract_date_from_string)
  • io — JSON/CSV writers, directory helpers
  • stats — LRT p-value computation, Benjamini-Hochberg, Cauchy combination
  • _progress — ChunkProgress progress bar utility

Metadata

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