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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

Prebuilt wheels (abi3, one per platform covering all Python >= 3.8) ship a compiled Rust extension at aeon_core._native providing the canonical TN93 distance and statistical kernels. Installing from the sdist instead requires a Rust toolchain (rustup recommended) — maturin compiles native/ at install time. The extension is required for TN93-backed functions — a missing extension means a broken install and raises ImportError at module load.

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

Release files for hyphaeon-core 0.4.0

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Table of built distributions (wheels) for hyphaeon-core 0.4.0
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hyphaeon_core-0.4.0-cp38-abi3-win_amd64.whl CPython 3.8 abi3 Windows x86-64 Details
hyphaeon_core-0.4.0-cp38-abi3-manylinux_2_34_x86_64.whl CPython 3.8 abi3 Linux glibc 2.34+ x86-64 Details
hyphaeon_core-0.4.0-cp38-abi3-manylinux_2_34_aarch64.whl CPython 3.8 abi3 Linux glibc 2.34+ ARM64 Details
hyphaeon_core-0.4.0-cp38-abi3-macosx_11_0_arm64.whl CPython 3.8 abi3 macOS 11.0+ ARM64 Details
hyphaeon_core-0.4.0-cp38-abi3-macosx_10_12_x86_64.whl CPython 3.8 abi3 macOS 10.12+ x86-64 Details

Total release size: 1.7 MB

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