Skip to main content

Deep learning prediction of influenza virus pathogenicity from HA cleavage sites

Project description

FluCleave

Deep learning prediction of influenza virus pathogenicity from HA cleavage sites.

Features

  • Analyzes hemagglutinin (HA) cleavage site sequences
  • Predicts high/low pathogenicity using deep learning
  • Handles both DNA and protein sequences
  • Command-line interface for easy use
  • Trained on curated dataset of known pathogenic sequences

Installation

pip install flucleave

Usage

Predict pathogenicity from FASTA file:

flucleave predict --fasta sequences.fasta --output-dir results/ --prefix sample_name

Train new model (optional):

flucleave train --training-csv data.csv

Data Format

Input FASTA should contain HA protein sequences in either amino acid or DNA format.

License

FluCleave is licensed under the MIT License.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

flucleave-0.1.2.tar.gz (12.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

flucleave-0.1.2-py3-none-any.whl (15.2 kB view details)

Uploaded Python 3

File details

Details for the file flucleave-0.1.2.tar.gz.

File metadata

  • Download URL: flucleave-0.1.2.tar.gz
  • Upload date:
  • Size: 12.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.8.20

File hashes

Hashes for flucleave-0.1.2.tar.gz
Algorithm Hash digest
SHA256 64f83aa997df97776f59eb8685b3b41889f0d38fbc6235111971aa13c73e22b6
MD5 0fa03df95677f67709388ed77f759eff
BLAKE2b-256 036d953dce1bb9800e5eb8e58dd8a807f92ecda26cd683cb8ed234b0a170d107

See more details on using hashes here.

File details

Details for the file flucleave-0.1.2-py3-none-any.whl.

File metadata

  • Download URL: flucleave-0.1.2-py3-none-any.whl
  • Upload date:
  • Size: 15.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.8.20

File hashes

Hashes for flucleave-0.1.2-py3-none-any.whl
Algorithm Hash digest
SHA256 aedc7e2e1c7f7fdbcc15d0560aae5fe69c6f224641d0cd9f355abfc162c0cae3
MD5 9b9d685308a5dd1afa0225065776707a
BLAKE2b-256 32c2e365b6f853a896921b9d5b20e5324f7734ffeaa33790989d2625d7e9b9e3

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page