Giter VIP home page Giter VIP logo

madgal / stochastic-notch-patterns Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 6.27 MB

Here you'll find the code for generating and analyzing Notch-Delta mediated pattern formation. Our results can be found in "Stochastic fluctuations promote ordered pattern formation of cells in the Notch-Delta signaling pathway" https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010306

License: Creative Commons Zero v1.0 Universal

Jupyter Notebook 97.72% Python 2.28%
analysis gene-regulatory-network notch-signaling stochastic-differential-equations multicellular

stochastic-notch-patterns's Introduction

Stochastic-Notch-Patterns

Here you'll find the code for generating and analyzing Notch-Delta mediated pattern formation. Our results can be found in "Stochastic fluctuations promote ordered pattern formation of cells in the Notch-Delta signaling pathway"

Please cite the publication if you use this code.

Galbraith, M., Bocci, F. & Onuchic, J. N. Stochastic fluctuations promote ordered pattern formation of cells in the Notch-Delta signaling pathway. PLOS Computational Biology (2022) doi:10.1371/journal.pcbi.1010306.

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010306

Files to generate the data include:

  • seedsForSims.txt
  • generate_data.py

Files to analyze the data:

  • analyze_data.py
  • aux_functions.py

Files to generate figures in the manuscript:

  • aux_functions.py
  • plot_script_functions.py
  • produce_data_for_figures.py
  • FiguresForMain.ipynb

Files to generate figures in the SI:

  • pseudocount.py
  • get_data_for_si.py
  • get_psuedo_change.py
  • figures_for_SI.ipynb

Files to generate movies for the SI:

  • SI_pattSim_rand_nucl.py

Files to generate and analyze one cell gillespie simulation:

  • gill_oneCell_2020.py
  • analyze_oneCell.py

Will need to create the directories

  • data/pattern

  • data/lattices

  • data/random

  • data/dev

  • data/mistakes

  • analysis/pattern

  • analysis/lattices

  • analysis/random

  • analysis/dev

  • analysis/mistakes

  • movie_si_patt

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.