CellOracle
==========
|GitHub Workflow Status| |PyPI| |PyPI - Python Version| |PyPI - Wheel|
|Downloads| |Docker Pulls|
CellOracle is a python library for in silico gene perturbation analyses
using single-cell omics data and Gene Regulatory Network models.
For more information, please read our paper: `Dissecting cell identity
via network inference and in silico gene
perturbation <https://www.nature.com/articles/s41586-022-05688-9>`__.
Documentation, Codes, and Tutorials
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
CellOracle documentation is available through the link below.
`Web
documentation <https://morris-lab.github.io/CellOracle.documentation/>`__
Questions and errors
~~~~~~~~~~~~~~~~~~~~
If you have a question, error, bug, or problem, please use the `Github
issue page <https://github.com/morris-lab/CellOracle/issues>`__.
Supported Species and reference genomes
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
- Human: [‘hg38’, ‘hg19’]
- Mouse: [‘mm39’, ‘mm10’, ‘mm9’]
- S.cerevisiae: [“sacCer2”, “sacCer3”]
- Zebrafish: [“danRer7”, “danRer10”, “danRer11”]
- Xenopus tropicalis: [“xenTro2”, “xenTro3”]
- Xenopus laevis: [“Xenopus_laevis_v10.1”]
- Rat: [“rn4”, “rn5”, “rn6”]
- Drosophila: [“dm3”, “dm6”]
- C.elegans: [“ce6”, “ce10”]
- Arabidopsis: [“TAIR10”]
- Chicken: [“galGal4”, “galGal5”, “galGal6”]
- Guinea Pig: [“Cavpor3.0”]
- Pig: [“Sscrofa11.1”]
Changelog
~~~~~~~~~
Please go to `this
page <https://morris-lab.github.io/CellOracle.documentation/changelog/index.html>`__.
.. |GitHub Workflow Status| image:: https://img.shields.io/github/actions/workflow/status/morris-lab/CellOracle/build_check.yml?branch=master
:target: https://github.com/morris-lab/CellOracle/actions/workflows/build_check.yml
.. |PyPI| image:: https://img.shields.io/pypi/v/celloracle?color=blue
:target: https://pypi.org/project/celloracle/
.. |PyPI - Python Version| image:: https://img.shields.io/pypi/pyversions/celloracle
:target: https://pypi.org/project/celloracle/
.. |PyPI - Wheel| image:: https://img.shields.io/pypi/wheel/celloracle
:target: https://pypi.org/project/celloracle/
.. |Downloads| image:: https://static.pepy.tech/personalized-badge/celloracle?period=total&units=international_system&left_color=grey&right_color=orange&left_text=Downloads
:target: https://pepy.tech/project/celloracle
.. |Docker Pulls| image:: https://img.shields.io/docker/pulls/kenjikamimoto126/celloracle_ubuntu?color=red
:target: https://hub.docker.com/r/kenjikamimoto126/celloracle_ubuntu
Raw data
{
"_id": null,
"home_page": "https://github.com/morris-lab/CellOracle",
"name": "celloracle",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.6",
"maintainer_email": null,
"keywords": "scRNA-seq, GRN, simulation, gene perturbation",
"author": "Kenji Kamimoto",
"author_email": "kamimoto@wustl.edu",
"download_url": "https://files.pythonhosted.org/packages/ea/29/319259114182c5c443a2fda260fb5053a9713958b0b950c70f6a2ffcfe7b/celloracle-0.17.2.tar.gz",
"platform": null,
"description": "CellOracle\n==========\n\n|GitHub Workflow Status| |PyPI| |PyPI - Python Version| |PyPI - Wheel|\n|Downloads| |Docker Pulls|\n\nCellOracle is a python library for in silico gene perturbation analyses\nusing single-cell omics data and Gene Regulatory Network models.\n\nFor more information, please read our paper: `Dissecting cell identity\nvia network inference and in silico gene\nperturbation <https://www.nature.com/articles/s41586-022-05688-9>`__.\n\nDocumentation, Codes, and Tutorials\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nCellOracle documentation is available through the link below.\n\n`Web\ndocumentation <https://morris-lab.github.io/CellOracle.documentation/>`__\n\nQuestions and errors\n~~~~~~~~~~~~~~~~~~~~\n\nIf you have a question, error, bug, or problem, please use the `Github\nissue page <https://github.com/morris-lab/CellOracle/issues>`__.\n\nSupported Species and reference genomes\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\n- Human: [\u2018hg38\u2019, \u2018hg19\u2019]\n- Mouse: [\u2018mm39\u2019, \u2018mm10\u2019, \u2018mm9\u2019]\n- S.cerevisiae: [\u201csacCer2\u201d, \u201csacCer3\u201d]\n- Zebrafish: [\u201cdanRer7\u201d, \u201cdanRer10\u201d, \u201cdanRer11\u201d]\n- Xenopus tropicalis: [\u201cxenTro2\u201d, \u201cxenTro3\u201d]\n- Xenopus laevis: [\u201cXenopus_laevis_v10.1\u201d]\n- Rat: [\u201crn4\u201d, \u201crn5\u201d, \u201crn6\u201d]\n- Drosophila: [\u201cdm3\u201d, \u201cdm6\u201d]\n- C.elegans: [\u201cce6\u201d, \u201cce10\u201d]\n- Arabidopsis: [\u201cTAIR10\u201d]\n- Chicken: [\u201cgalGal4\u201d, \u201cgalGal5\u201d, \u201cgalGal6\u201d]\n- Guinea Pig: [\u201cCavpor3.0\u201d]\n- Pig: [\u201cSscrofa11.1\u201d]\n\nChangelog\n~~~~~~~~~\n\nPlease go to `this\npage <https://morris-lab.github.io/CellOracle.documentation/changelog/index.html>`__.\n\n.. |GitHub Workflow Status| image:: https://img.shields.io/github/actions/workflow/status/morris-lab/CellOracle/build_check.yml?branch=master\n :target: https://github.com/morris-lab/CellOracle/actions/workflows/build_check.yml\n.. |PyPI| image:: https://img.shields.io/pypi/v/celloracle?color=blue\n :target: https://pypi.org/project/celloracle/\n.. |PyPI - Python Version| image:: https://img.shields.io/pypi/pyversions/celloracle\n :target: https://pypi.org/project/celloracle/\n.. |PyPI - Wheel| image:: https://img.shields.io/pypi/wheel/celloracle\n :target: https://pypi.org/project/celloracle/\n.. |Downloads| image:: https://static.pepy.tech/personalized-badge/celloracle?period=total&units=international_system&left_color=grey&right_color=orange&left_text=Downloads\n :target: https://pepy.tech/project/celloracle\n.. |Docker Pulls| image:: https://img.shields.io/docker/pulls/kenjikamimoto126/celloracle_ubuntu?color=red\n :target: https://hub.docker.com/r/kenjikamimoto126/celloracle_ubuntu\n\n\n",
"bugtrack_url": null,
"license": "Apache License Version 2.0",
"summary": "in silico gene perturbation analysis and GRN analysis with single cell data",
"version": "0.17.2",
"project_urls": {
"Homepage": "https://github.com/morris-lab/CellOracle"
},
"split_keywords": [
"scrna-seq",
" grn",
" simulation",
" gene perturbation"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "a190efb8757c17892dc2f514efa2e27a05ad843afb32c228c90a991de1d61cc5",
"md5": "f812f11d3480e4b0cb435fdd7ad3124d",
"sha256": "83bc87250313bed7337207f456216a0af574608f7b67e964838724a09c137fc8"
},
"downloads": -1,
"filename": "celloracle-0.17.2-py3-none-any.whl",
"has_sig": false,
"md5_digest": "f812f11d3480e4b0cb435fdd7ad3124d",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.6",
"size": 12373325,
"upload_time": "2024-03-25T18:38:44",
"upload_time_iso_8601": "2024-03-25T18:38:44.964138Z",
"url": "https://files.pythonhosted.org/packages/a1/90/efb8757c17892dc2f514efa2e27a05ad843afb32c228c90a991de1d61cc5/celloracle-0.17.2-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "ea29319259114182c5c443a2fda260fb5053a9713958b0b950c70f6a2ffcfe7b",
"md5": "70fac3e2c2fc0565b4e39653965a5800",
"sha256": "05d183164684cd850bfa4998970ca206b3c999ae7a9469b1a162e9e8b5be8db1"
},
"downloads": -1,
"filename": "celloracle-0.17.2.tar.gz",
"has_sig": false,
"md5_digest": "70fac3e2c2fc0565b4e39653965a5800",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.6",
"size": 12201835,
"upload_time": "2024-03-25T18:38:48",
"upload_time_iso_8601": "2024-03-25T18:38:48.003582Z",
"url": "https://files.pythonhosted.org/packages/ea/29/319259114182c5c443a2fda260fb5053a9713958b0b950c70f6a2ffcfe7b/celloracle-0.17.2.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-03-25 18:38:48",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "morris-lab",
"github_project": "CellOracle",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"requirements": [
{
"name": "numpy",
"specs": []
},
{
"name": "scipy",
"specs": []
},
{
"name": "cython",
"specs": []
},
{
"name": "numba",
"specs": [
[
">=",
"0.50.1"
]
]
},
{
"name": "matplotlib",
"specs": [
[
"<",
"3.7"
]
]
},
{
"name": "seaborn",
"specs": []
},
{
"name": "scikit-learn",
"specs": []
},
{
"name": "h5py",
"specs": [
[
">=",
"3.1.0"
]
]
},
{
"name": "pandas",
"specs": [
[
"<=",
"1.5.3"
],
[
">=",
"1.0.3"
]
]
},
{
"name": "velocyto",
"specs": [
[
">=",
"0.17"
]
]
},
{
"name": "umap-learn",
"specs": []
},
{
"name": "pyarrow",
"specs": [
[
">=",
"0.17"
]
]
},
{
"name": "tqdm",
"specs": [
[
">=",
"4.45"
]
]
},
{
"name": "igraph",
"specs": [
[
">=",
"0.10.1"
]
]
},
{
"name": "louvain",
"specs": []
},
{
"name": "jupyter",
"specs": []
},
{
"name": "anndata",
"specs": [
[
">=",
"0.7.5"
]
]
},
{
"name": "scanpy",
"specs": [
[
">=",
"1.6"
]
]
},
{
"name": "joblib",
"specs": []
},
{
"name": "goatools",
"specs": []
},
{
"name": "genomepy",
"specs": [
[
">=",
"0.8.4"
]
]
},
{
"name": "gimmemotifs",
"specs": [
[
">=",
"0.14.4"
],
[
"<=",
"0.17.1"
]
]
}
],
"lcname": "celloracle"
}