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+# Analysis
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+
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+The analysis code used in the study.
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+
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+- [01_asymmetry](01_asymmetry.ipynb): Plots and statistical analysis on whisker asymmetry and pupil positions under different behavioral states.
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+- [02a_prediction-analysis-ROC](02a_prediction-analysis-ROC.ipynb): ROC analysis of whisker asymmetry and pupil positions during the backward-running epoch.
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+- [02b_prediction-analysis-perceptron](02b_prediction-analysi-perceptron.ipynb): Perceptron analysis of whisker asymmetry and pupil positions during the backward-running epoch.
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+- [03_saccades](03_saccades.ipynb): Analysis of whisker asymmetry around saccades.
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+
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+## Dependencies
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+
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+You will need Python ≥ 3.4 to run the code.
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+
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+| Package | Version used in the paper |
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+| ------------------------------------------------------------ | ------------------------- |
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+| `numpy` | 1.18.1 |
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+| `scipy` | 1.4.1 |
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+| `matplotlib` | 3.1.3 |
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+| `statsmodels` (used to run `kw_dunn.py`) | 0.13.0 |
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+| `pandas` | 1.0.1 |
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+| `scikit-learn` (only for [02b](02b_prediction-analysis-perceptron.ipynb)) | 0.22.1 |
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+| `sliding1d` | 1.0 |
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+
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+You can install all the packages via `pip` (assuming you have an appropriate version of python):
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+
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+```python
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+$ pip install numpy scipy matplotlib statsmodels pandas scikit-learn sliding1d
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+```
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+
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+In case anything does not work, consider upgrading/downgrading the package that generates the error.
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+
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+## License
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+
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+- `kw_dunn.py` is based on the one being shared at https://gist.github.com/alimuldal/fbb19b73fa25423f02e8 . The authors of this repository do not claim any copyright.
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+- For the other parts of the code (including packages and modules stored in this directory): so long as you cite {{the paper}} or this repository, you are free to reuse, remix, and/or redistribute for any purposes.
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