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Intronator

A Python package for intron analysis with splice site prediction capabilities.

Features

  • SpliceAI integration for splice site prediction
  • Pangolin model support for enhanced predictions
  • seqmat compatibility for sequence analysis
  • Python 3.10+ support

Installation

Basic Installation

pip install intronator

External Dependencies

The package requires SpliceAI and Pangolin models which must be installed separately:

SpliceAI

pip install spliceai

Pangolin

pip install git+https://github.com/tkzeng/Pangolin.git

Complete Installation (with external dependencies)

pip install intronator[external]

Quick Start

import intronator

# Check package status
print(intronator.hello_intronator())
print(intronator.check_seqmat_compatibility())
print(intronator.get_model_status())

Requirements

  • Python >= 3.10
  • seqmat
  • torch >= 1.10.0
  • tensorflow >= 2.8.0
  • SpliceAI (install separately)
  • Pangolin (install separately)

Notes

  • SpliceAI and Pangolin models will be automatically loaded when the package is imported
  • Model loading may take some time on first import
  • GPU acceleration is automatically detected and used when available

Metadata

Release files for intronator 0.2.1

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Source distribution for intronator 0.2.1
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Built distribution (wheel)

Table of built distributions (wheels) for intronator 0.2.1
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intronator-0.2.1-py3-none-any.whl Python 3 none any Details for intronator-0.2.1-py3-none-any.whl

Total release size: 49.8 kB

Release files / intronator-0.2.1.tar.gz

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Release files / intronator-0.2.1-py3-none-any.whl

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