trisicell

Scalable tumor phylogeny inference and validation from single-cell RNA or DNA data

https://github.com/faridrashidi/trisicell

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 5 DOI reference(s) in README
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.2%) to scientific vocabulary

Keywords

algorithms bioinformatics cancer evolution phylogenetics single-cell
Last synced: 4 months ago · JSON representation ·

Repository

Scalable tumor phylogeny inference and validation from single-cell RNA or DNA data

Basic Info
Statistics
  • Stars: 13
  • Watchers: 2
  • Forks: 2
  • Open Issues: 0
  • Releases: 28
Topics
algorithms bioinformatics cancer evolution phylogenetics single-cell
Created almost 5 years ago · Last pushed about 2 years ago
Metadata Files
Readme License Code of conduct Citation

README.rst

|DOI| |Stars| |Compatible| |PyPI| |PyPiDownloads| |Contributions Welcome| |Build Status|
|Docs Status| |Pre-commit| |Codecov| |License| |Code Style|


Trisicell - |subst|
===================


.. image:: https://raw.githubusercontent.com/faridrashidi/trisicell/master/docs/source/_static/images/overview.png
   :target: https://github.com/faridrashidi/trisicell
   :alt: overview
   :align: center


Trisicell (**Tri**\ ple-toolkit for **si**\ ngle-\ **cell** intratumor
heterogeneity inference), pronounced as "tricycle", is a new computational
toolkit for scalable intratumor heterogeneity inference and evaluation from
single-cell RNA, as well as single-cell genome or exome, sequencing data.
Trisicell utilizes expressed SNVs and Indels to infer evolutionary
relationships between genomic alterations and the cells that harbor them.


Support
-------
Feel free to submit an `issue `_.
Your help to improve Trisicell is highly appreciated.

Trisicell was developed in collaboration between the `Cancer Data Science Laboratory (CDSL) `_ and the `Laboratory of Cancer Biology and Genetics (LCBG) `_ at the `National Cancer Institute (NCI) `_.


.. |subst| replace:: Scalable intratumor heterogeneity inference and validation
                    from single-cell data

.. |DOI| image:: https://img.shields.io/badge/DOI-10.1101/2021.03.26.437185-orange?logo=gitbook&logoColor=FFFFFF&style=flat-square
    :target: https://doi.org/10.1101/2021.03.26.437185
    :alt: DOI

.. |PyPI| image:: https://img.shields.io/pypi/v/trisicell?logo=PyPi&logoColor=FFFFFF&style=flat-square&color=blue
    :target: https://pypi.org/project/trisicell
    :alt: PyPI

.. |PyPyDownloads| image:: https://img.shields.io/badge/dynamic/json?logo=PyPi&logoColor=FFFFFF&style=flat-square&color=blue&label=downloads&query=%24.total_downloads&url=https%3A%2F%2Fapi.pepy.tech%2Fapi%2Fprojects%2Ftrisicell
    :target: https://pepy.tech/project/trisicell
    :alt: PyPyDownloads

.. |PyPiDownloads| image:: https://img.shields.io/pypi/dm/trisicell.svg?logo=docusign&logoColor=FFFFFF&style=flat-square&color=blue
    :target: https://pepy.tech/project/trisicell
    :alt: PyPiDownloads

.. |Stars| image:: https://img.shields.io/github/stars/faridrashidi/trisicell?logo=GitHub&color=yellow&style=flat-square
    :target: https://github.com/faridrashidi/trisicell
    :alt: Stars

.. |Contributions Welcome| image:: https://img.shields.io/static/v1.svg?label=contributions&message=welcome&color=blue&logo=handshake&logoColor=FFFFFF&style=flat-square
    :target: https://github.com/faridrashidi/trisicell/blob/master/CODE_OF_CONDUCT.rst
    :alt: Contributions Welcome

.. |Compatible| image:: https://img.shields.io/pypi/pyversions/trisicell.svg?logo=python&logoColor=FFFFFF&style=flat-square&color=blue
    :target: https://pypi.org/project/trisicell
    :alt: Compatible

.. |Build Status| image:: https://img.shields.io/github/actions/workflow/status/faridrashidi/trisicell/ci.yml?branch=master&label=build&logo=githubactions&logoColor=FFFFFF&style=flat-square
    :target: https://github.com/faridrashidi/trisicell/actions?query=workflow%3ACI
    :alt: Build Status

.. |Docs Status| image:: https://img.shields.io/readthedocs/trisicell/latest?logo=readthedocs&logoColor=FFFFFF&style=flat-square
    :target: https://trisicell.readthedocs.io
    :alt: Docs Status

.. |Pre-commit| image:: https://img.shields.io/badge/pre--commit.ci-passing-brightgreen?logo=pre-commit&logoColor=white&style=flat-square
    :target: https://results.pre-commit.ci/latest/github/faridrashidi/trisicell/master
    :alt: Pre-commit

.. |Code Style| image:: https://img.shields.io/badge/code%20style-black-000000.svg?logo=visualstudiocode&logoColor=FFFFFF&style=flat-square
    :target: https://github.com/python/black
    :alt: Code Style

.. |Code Score| image:: https://img.shields.io/lgtm/grade/python/github/faridrashidi/trisicell.svg?logo=lgtm&logoWidth=18&style=flat-square
    :target: https://lgtm.com/projects/g/faridrashidi/trisicell/context:python
    :alt: Code Score

.. |Codecov| image:: https://img.shields.io/codecov/c/github/faridrashidi/trisicell?logo=codecov&logoColor=white&style=flat-square
    :target: https://codecov.io/gh/faridrashidi/trisicell
    :alt: Codecov

.. |License| image:: https://img.shields.io/pypi/l/trisicell.svg?logo=creativecommons&logoColor=FFFFFF&style=flat-square&color=blueviolet
    :target: https://github.com/faridrashidi/trisicell/blob/master/LICENSE
    :alt: License


.. _preprint: https://doi.org/10.1101/2021.03.26.437185

Owner

  • Name: Farid Rashidi
  • Login: faridrashidi
  • Kind: user

Data Scientist and Cancer Researcher

Citation (CITATION.cff)

cff-version: 1.2.0
title: "Profiles of expressed mutations in single cells reveal subclonal expansion patterns and therapeutic impact of intratumor heterogeneity"
message: "To cite Trisicell in publications, please cite it as below:"
type: "article"
authors:
  - family-names: "Rashidi Mehrabadi"
    given-names: "Farid"
    orcid: "https://orcid.org/0000-0003-4103-4904"
doi: "10.1101/2021.03.26.437185"
url: "https://doi.org/10.1101/2021.03.26.437185"
journal: "bioRxiv"
year: "2021"

GitHub Events

Total
  • Watch event: 4
Last Year
  • Watch event: 4

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 394
  • Total Committers: 2
  • Avg Commits per committer: 197.0
  • Development Distribution Score (DDS): 0.028
Past Year
  • Commits: 2
  • Committers: 1
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Farid Rashidi f****h@g****m 383
pre-commit-ci[bot] 6****] 11

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 4
  • Total pull requests: 107
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 2 days
  • Total issue authors: 1
  • Total pull request authors: 3
  • Average comments per issue: 0.5
  • Average comments per pull request: 0.57
  • Merged pull requests: 104
  • Bot issues: 0
  • Bot pull requests: 13
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • faridrashidi (4)
Pull Request Authors
  • faridrashidi (91)
  • pre-commit-ci[bot] (12)
  • lgtm-com[bot] (1)
Top Labels
Issue Labels
bug🐛 (2) enhancement✨ (1)
Pull Request Labels
enhancement✨ (26) release💻 (18) feature⚙️ (12) bug🐛 (3) docs📘 (2) installation📲 (1) tests🧪 (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 644 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 26
  • Total maintainers: 1
pypi.org: trisicell
  • Versions: 26
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 644 Last month
Rankings
Dependent packages count: 10.1%
Downloads: 16.8%
Average: 17.2%
Stargazers count: 18.5%
Forks count: 19.1%
Dependent repos count: 21.6%
Maintainers (1)
Last synced: 5 months ago

Dependencies

docs/requirements.txt pypi
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  • sphinxcontrib-bibtex >=2.1.0
  • sphinxcontrib-spelling *
requirements.txt pypi
  • anndata *
  • apted *
  • biopython *
  • click *
  • cython *
  • cyvcf2 *
  • ete3 *
  • ipython *
  • joblib *
  • matplotlib *
  • mudata *
  • natsort *
  • networkx <=2.8.3
  • numba *
  • numpy *
  • pandas *
  • pybnb *
  • pydot *
  • python_sat *
  • pyyaml *
  • scikit_learn *
  • scipy *
  • seaborn *
  • termcolor *
  • tqdm *
setup.py pypi
  • r.strip *
.github/workflows/ci.yml actions
  • actions/cache v2 composite
  • actions/checkout v3 composite
  • actions/download-artifact v2 composite
  • actions/setup-python v2 composite
  • actions/setup-python v4 composite
  • actions/upload-artifact v2 composite
  • github/codeql-action/analyze v2 composite
  • github/codeql-action/autobuild v2 composite
  • github/codeql-action/init v2 composite
  • mstachniuk/ci-skip master composite
  • pypa/cibuildwheel v2.0.0a4 composite
  • pypa/gh-action-pypi-publish master composite
docs/requirements_rtfd.txt pypi
pyproject.toml pypi