Skip to content

Python package for building and analyzing models using ModelSEED

License

Notifications You must be signed in to change notification settings

ModelSEED/ModelSEEDpy

Repository files navigation

https://raw.githubusercontent.com/modelseed/modelseedpy/main/examples/ms-logo-horizontal.png?sanitize=true

Metabolic modeling with the ModelSEED Database

PyPI version Documentation Status Downloads License

Black

Metabolic modeling is an pivotal method for computational research in synthetic biology and precision medicine. The metabolic models, such as the constrint-based flux balance analysis (FBA) algorithm, are improved with comprehensive datasets that capture more metabolic chemistry in the model and improve the accuracy of simulation predictions. We therefore developed ModelSEEDpy as a comprehensive suite of packages that bootstrap metabolic modeling with the ModelSEED Database (Seaver et al., 2021 ). These packages parse and manipulate (e.g. gapfill missing reactions or calculated chemical properties of metabolites), constrain (with kinetic, thermodynamics, and nutrient uptake), and simulate cobrakbase models (both individual models and communities). This is achieved by standardizing COBRA models through the cobrakbase module into a form that is amenable with the KBase/ModelSEED ecosystem. These functionalities are exemplified in Python Notebooks . Please submit errors, inquiries, or suggestions as GitHub issues where they can be addressed by our developers.

Installation

PIP (latest stable version 0.4.0):

pip install modelseedpy

GitHub dev build (latest working version):

git clone https://github.com/ModelSEED/ModelSEEDpy.git

and then locally installed with pip:

cd path/to/modelseedpy
pip install .

The associated ModelSEED Database, which is required for a few packages, is simply downloaded by cloning the GitHub repository:

git clone https://github.com/ModelSEED/ModelSEEDDatabase.git

and the path to this repository is passed as an argument to the corresponding packages.

About

Python package for building and analyzing models using ModelSEED

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published