Emergent Behaviors in Biology
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mlreview_notebooks
mlreview_notebooks PublicNotebooks for "A high bias low-variance introduction to Machine Learning for physicists."
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community-simulator
community-simulator PublicSimulate microbial community batch culture experiments.
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crossfeeding-transition
crossfeeding-transition PublicCode and data to accompany Marsland et al. (2018) "Available energy fluxes drive a transition in the diversity, stability, and functional structure of microbial communities"
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typical-random-ecosystems
typical-random-ecosystems PublicThis is the code accompanying the manuscript: Cui, Wenping, Robert Marsland III, and Pankaj Mehta. "Diverse communities behave like typical random ecosystems." arXiv:1904.02610 (2019).
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Differentiable-Gillespie-Algorithm
Differentiable-Gillespie-Algorithm PublicThese are notebooks for the Differentiable Gillespie Algorithm
Repositories
- Pop-Gen-Ecology Public
This is repository associated with paper "opulation genetics in complex ecological communities: generalizing Kimura theory to include ecological feedbacks"
Emergent-Behaviors-in-Biology/Pop-Gen-Ecology’s past year of commit activity - invasion-theory Public
Emergent-Behaviors-in-Biology/invasion-theory’s past year of commit activity - Hopfield-landscapes Public
Repository for the paper "Finding signatures of low-dimensional geometric landscapes in high-dimensional cell fate transitions."
Emergent-Behaviors-in-Biology/Hopfield-landscapes’s past year of commit activity - GenoPhenoMapAttention Public
These are codes associated with learning genotype to phenotype mappings using attention-based models.
Emergent-Behaviors-in-Biology/GenoPhenoMapAttention’s past year of commit activity - Differentiable-Gillespie-Algorithm Public
These are notebooks for the Differentiable Gillespie Algorithm
Emergent-Behaviors-in-Biology/Differentiable-Gillespie-Algorithm’s past year of commit activity - syn-phospho-circuits Public
Code and accompanying data for the paper 'Engineering synthetic phosphorylation signaling networks in human cells' authored by X. Yang and colleagues. This repository provides code to reproduce the biophysical modeling analysis presented in the paper.
Emergent-Behaviors-in-Biology/syn-phospho-circuits’s past year of commit activity - scTOP-manuscript Public
Code and LaTeX files for "scTOP: physics-inspired order parameters for cellular identification and visualization"
Emergent-Behaviors-in-Biology/scTOP-manuscript’s past year of commit activity
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