Published February 2, 2021 | Version cmsb2021-final

Supplementary material for "Learning Boolean controls in regulated metabolic networks: a case-study"

  • 1. Univ Rennes, Inria, CNRS, IRISA, F-35000 Rennes, France
  • 2. LIPME, INRAE, CNRS, Université de Toulouse, Castanet-Tolosan, France
  • 3. Freie Universität Berlin, Institute of Mathematics, D-14195 Berlin, Germany
  • 4. Univ. Bordeaux, Bordeaux INP, CNRS, LaBRI, UMR5800, F-33400 Talence, France

Description

This record contains notebooks and Docker image for reproducing the learning of Boolean controls in regulated metabolic networks, and the case study presented in the CMSB 2021 conference proceeding article "Learning Boolean controls in regulated metabolic networks: a case-study".

Visualize notebooks online:

Notebooks can be executed interactively within the Docker image bioasp/boolean-caspo-flux:cmsb2021 which extends the CoLoMoTo Docker version 2021-02-01.

Alternatively, they can be executed without any installation at https://mybinder.org/v2/zenodo/10.5281/zenodo.5070151/.

The Docker image can be executed as follows:

docker pull bioasp/boolean-caspo-flux:cmsb2021
docker run -it --rm -p 8888:8888 bioasp/boolean-caspo-flux:cmsb2021

then point your browser to http://127.0.0.1:8888.

The image can be imported using the command docker load with the image file provided in this record:

docker load -i image.tar.gz

or with the donodo command available at https://github.com/pauleve/donodo:

pip install -U donodo
donodo pull 10.5281/zenodo.5070151

Files

CaseStudy-Inference.ipynb

Files (887.3 MB)

Name Size
md5:e2deb9df24d0f6f980e1a5f6e2619a25
265.4 kB Preview Download
md5:cb2ed6219b2310f9a3ef1ba0096abdb0
12.2 kB Preview Download
md5:ebac366f66a8b9c7c1c60bd6db038bc8
206.7 kB Preview Download
md5:b4e8633d0433ace1ecccd6226bb5012e
2.5 kB Download
md5:61ee75aeacae18727db419b4c9a42544
74.8 MB Download
md5:670e3cbeb95ee549df484685d8411efe
554 Bytes Download
md5:28882619fbc34b9ff4c50e01217761ed
812.0 MB Download
md5:b607c42edad87dea3baa7d8965d6fedd
10.7 kB Download

Additional details

Related works

Is derived from
Dataset: https://github.com/bioasp/boolean-caspo-flux (URL)

Funding

Agence Nationale de la Recherche
BNeDiction - Predictive Boolean Network Ensembles ANR-20-CE45-0001