GithubHelp home page GithubHelp logo

pni-lab / connattractor Goto Github PK

View Code? Open in Web Editor NEW
5.0 1.0 3.0 2.27 GB

Connectome-based Hopfiled Neural Networks (fcHNN)

Home Page: https://pni-lab.github.io/connattractor/

License: GNU General Public License v3.0

Python 0.25% Jupyter Notebook 99.75% Dockerfile 0.01%
computational-neuroimaging fmri functional-connectivity hopfield-neural-network

connattractor's Introduction

connattractor

GitHub license GitHub release Docker Image Version (latest semver) Docker Image Size (latest semver) Binder

Laboratory for Predictive Neuroimaging - University Hospital Essen, Germany

Webpage with manuscript and getting started guide

https://pni-lab.github.io/connattractor

How to install the connattractor package?

The package 'connattractor' is available on PyPI!

pip install connattractor

How to re-run the analyses?

  • Install the PyPI package

    • run the notebooks in connattractor/notebooks
  • Run the analyses with 1 click (in the cloud)

    • Binder
    • Open in GitHub Codespaces (click code on top right on the github page of the repo)
  • Set up everything locally with docker

    • install docker
    • clone the repo and start your notebook in a docker container
      git clone https://github.com/pni-lab/connattractor.git
      cd connattractor
      docker run -it -v $PWD:/mounted/connattractor -p 8080:8080 -p 8888:8888 pnilab/connattractor:latest jupyter notebook
    • copy paste the last link in your browser to start the notebook
  • Bare-metal (developers)

    • clone this repository with git as above
    • set up a python environment (e.g with conda)
    • install all requirements from requirements.txt
    • start developing

How to render the web-page locally?

cd docs
myst start

connattractor's People

Contributors

englertr avatar github-actions[bot] avatar khoffschlag avatar rowanc1 avatar spisakt avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

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.