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README.md

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@@ -21,8 +21,37 @@ The repository contains the following folders:
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- **generator**: `generator/cellular_automata.py` is the stimuli generation script. Generates 2 folders `generator/stimuli/` containing all stimuli and `generator/gifs/` containing stimuli evolutions saved as .gif files.
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- **measures**: this folder contains implementations of all pattern quantification measures described in Section 2.2 in the paper.
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- **patterns**: contains all the patterns used in the experiment in the folder `15by15`. `instructions` folder contains the patterns used in the task description, `attentioncheck` folder consists of the patterns which were used as attention checks. `experiment` folder consists of 4 sets each with 54 patterns used in the experiment.
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- **scripts**: contains analyses scripts `DescriptiveAnalysis.ipynb` and `MixedEffectsModelling.R`. Plots and model fits are stored in `plots` and `model_fits` respectively.
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- **scripts**: contains analysis scripts `DescriptiveAnalysis.ipynb` and `MixedEffectsModelling.R`. Plots and model fits are stored in `plots` and `model_fits` respectively.
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## Setup
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We recommend setting up a python virtual environment and installing all the requirements. Please follow these steps:
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```bash
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git clone https://github.com/surabhisnath/Relating_ObjectiveComplexity_SubjectiveComplexity_Beauty_BinaryPixelPatterns.git
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cd Relating_ObjectiveComplexity_SubjectiveComplexity_Beauty_BinaryPixelPatterns
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python3 -m venv ./env
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source env/bin/activate
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pip install -r requirements.txt`
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```
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To reproduce the plots and results from the paper, simply run `DescriptiveAnalysis.ipynb` and `MixedEffectsModelling.R`.
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## Citation
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If you found this work useful, please consider citing us:
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```
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@article{nath2023relating,
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title={Relating Objective Complexity, Subjective Complexity and Beauty},
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author={Nath, Surabhi S and Br{\"a}ndle, Franziska and Schulz, Eric and Dayan, Peter and Brielmann, Aenne Annelie},
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year={2023},
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publisher={PsyArXiv}
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}
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```
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## Contact
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Please feel free to email us at surabhi.nath@tuebingen.mpg.de

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