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Replay of Procedural Experience is Independent of the Hippocampus

This repository contains the code and data necessary to reproduce the figures from our publication: Replay of Procedural Experience is Independent of the Hippocampus.

Replay Example

Overview

This repository includes:

  • Tidied scripts for producing the main figures.
  • A folder containing the untidy preprocessing and analysis scripts.

Getting Started

Prerequisites

Ensure you have the following software installed:

  • Git
  • Python (Version used: 3.8.16)
  • Necessary Python libraries (listed in requirements.txt)

Installation

  1. Clone this repository:

    git clone [https://github.com/your-username/your-repo-name.git](https://github.com/EmmettJT/procedural_replay_paper_2024.git)
    
  2. Download the data file:

Download the data file from [this link], unzip the data and move it to the same parent directory as the cloned folder (do not place the data file inside the cloned repo).

  1. Navigate to the cloned repository:

    cd your-repo-name
    
  2. Install the required Python packages:

    pip install -r requirements.txt
    

Usage

Reproducing the Main Figures To reproduce the main figures and statistics from the publication, run the tidied notebook scripts in the scripts directory. Each script corresponds to a specific figure in the paper.

Preprocessing

For those interested in the preprocessing and analysis steps, the 'other' directory contains scripts containing preprocessing and untidied analysis. These scripts were used to prepare the data for the main analysis but are not very user firendly. Because of online storage space limitations a partial dataset is shared. The full extendend data set is available on request.

License

This project is licensed under the MIT License. See the LICENSE file for details.

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