Data and output files for the paper, "Dynamical systems inference at scale reveals intrinsic instability in the dysbiotic microbiome"
<p>The above files contain the output of the model, which we call MDSINE2, developed in the paper titled, "<em>Dynamical systems inference at scale reveals intrinsic instability in the dysbiotic microbiome</em>" (See https://github.com/gerberlab/MDSINE2_Paper for implementation details). More specifically, forward_sims.tgz contains the output of forward simulations in .npy format; mixed_prior_fixed.tgz contains the pickle files corresponding to the output of the MCMC simulations for fixed topology; mixed_prior_unfixed.tgz contains the pickle files corresponding to the output of the MCMC simulations for unfixed topology; other_files contains information on eigenvalues and cycles, results for Phylogenetic Neighborhood Analysis, Keystoneness Analysis and the output in .npy format for comparator methods; ASV_OTU_aggregate_and_plylogeneteic trees contains the plots of trajectories (relative abundance) of OTUS and their constituent ASVs, and of phylogenetic trees. </p>
ShareScore
32/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 4
- Harmonization
- 4
- Access
- 16
- Reuse readiness
- 8
- Engagement
- 0