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Konstantin Volzhenin
SENSE-PPI
Commits
a183543b
Commit
a183543b
authored
Sep 28, 2023
by
Konstantin Volzhenin
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README.md
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api.rst
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conf.py
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index.rst
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installation.rst
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README.md
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[
![DOI - 10.1101/2023.09.19.558413
](
https://img.shields.io/badge/DOI-10.1101%2F2023.09.19.558413-blue
)
](https://doi.org/10.1101/2023.09.19.558413)
[
![DOI - 10.1101/2023.09.19.558413
](
https://img.shields.io/badge/DOI-10.1101%2F2023.09.19.558413-blue
)
](https://doi.org/10.1101/2023.09.19.558413)
[
![PyPI
](
https://img.shields.io/pypi/v/senseppi?logo=PyPi
)
](https://pypi.org/project/senseppi/)
[
![PyPI
](
https://img.shields.io/pypi/v/senseppi?logo=PyPi
)
](https://pypi.org/project/senseppi/)
[
![Licence - MIT
](
https://img.shields.io/badge/Licence-MIT-2ea44f
)
](http://gitlab.lcqb.upmc.fr/Konstvv/SENSE-PPI/blob/master/LICENSE)
[
![Licence - MIT
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https://img.shields.io/badge/Licence-MIT-2ea44f
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](http://gitlab.lcqb.upmc.fr/Konstvv/SENSE-PPI/blob/master/LICENSE)
[
![Documentation Status
](
https://readthedocs.org/projects/sense-ppi/badge/?version=latest
)
](https://sense-ppi.readthedocs.io/en/latest/?badge=latest)
SENSE-PPI is a Deep Learning model for predicting physical protein-protein interactions based on amino acid sequences.
SENSE-PPI is a Deep Learning model for predicting physical protein-protein interactions based on amino acid sequences.
It is based on embeddings generated by ESM2 and uses Siamese RNN architecture to perform a binary classification.
It is based on embeddings generated by ESM2 and uses Siamese RNN architecture to perform a binary classification.
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docs/source/api.rst
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API
===
.. autosummary::
:toctree: generated
docs/source/conf.py
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copyright
=
'2023, Konstantin Volzhenin, Lucie Bittner, Alessandra Carbone'
copyright
=
'2023, Konstantin Volzhenin, Lucie Bittner, Alessandra Carbone'
author
=
'Konstantin Volzhenin, Lucie Bittner, Alessandra Carbone'
author
=
'Konstantin Volzhenin, Lucie Bittner, Alessandra Carbone'
release
=
'0.
1
'
release
=
'0.
2
'
version
=
'0.
1
.0'
version
=
'0.
2
.0'
# -- General configuration
# -- General configuration
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docs/source/index.rst
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@@ -4,10 +4,6 @@ Welcome to SENSE-PPI documentation!
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**SENSE-PPI** is a Deep Learning model for predicting physical protein-protein interactions based on amino acid sequences.
**SENSE-PPI** is a Deep Learning model for predicting physical protein-protein interactions based on amino acid sequences.
It is based on embeddings generated by ESM2 and uses Siamese RNN architecture to perform a binary classification.
It is based on embeddings generated by ESM2 and uses Siamese RNN architecture to perform a binary classification.
Check out the :doc:`usage` section for further information, including
how to :ref:`installation` the project.
.. note::
.. note::
This project is under active development.
This project is under active development.
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.. toctree::
.. toctree::
usage
installation
api
usage
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Installation
=====
.. _installation:
To use SENSE-PPI, install it using pip:
.. code-block:: bash
pip install senseppi
\ No newline at end of file
docs/source/usage.rst
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