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probabilisticnavigation

https://github.com/rothkopflab/probabilisticnavigation

Science Score: 52.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ✓
    Institutional organization owner
    Organization rothkopflab has institutional domain (www.pip.tu-darmstadt.de)
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.9%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: RothkopfLab
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 1.86 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 5
Created about 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Citation

README.md

Human navigation strategies and their errors result from dynamic interactions of spatial uncertainties

The repository contains the model code, simulated data and analysis code for the manuscript: "Human navigation strategies and their errors result from dynamic interactions of spatial uncertainties".

Model Code

The folder model contains relevant code for running the computational model both locally (via Jupyter Notebook) and compute clusters via the corresponding SLURM scripts contained in the simulation scripts folder.

Analysis Code

The folder analysis contains relevant code for recreating key plots from the paper based on simulated data. Note that data from previously published studies has to be obtained in correspondence with the original studies authors.

Owner

  • Name: RothkopfLab
  • Login: RothkopfLab
  • Kind: organization

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
title: Probabilistic Navigation
version: 1.0.0
authors:
  - name: Fabian Kessler
    affiliation: RothkopfLab
  - name: Constantin Rothkopf
    affiliation: RothkopfLab
version: 1.0.0
date-released: 2024-04-27
url: https://github.com/RothkopfLab/ProbabilisticNavigation

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Dependencies

analysis/requirements.txt pypi
  • dcor ==0.5.3
  • matplotlib ==3.5.1
  • numpy ==1.21.5
  • pandas ==1.4.1
  • pingouin ==0.5.1
  • scikit_learn ==1.0.2
  • scipy ==1.7.3
  • seaborn ==0.11.2
  • statannotations ==0.4.4
  • svgutils ==0.3.1
model/requirements.txt pypi
  • casadi ==3.6.3
  • ipython ==7.8.0
  • ipython ==7.32.0
  • matplotlib ==3.1.1
  • numpy ==1.17.2
  • pandas ==0.25.1