create_project_notebook.sh

#!/bin/bash

# Display the directory structure
cat <<EOL
This script will create the following directory structure:

project_name/
│
├── notebooks/          # Jupyter notebooks for analysis, exploration, etc.
│   ├── exploratory/    # Initial explorations, drafts, experiments.
│   └── report/         # Polished, finalized notebooks for presentation.
│
├── data/
│   ├── raw/            # Raw, immutable data dump.
│   ├── processed/      # Cleaned, transformed data.
│   └── external/       # External data sources, if any.
│
├── src/                # Source code.
│   ├── __init__.py     # Makes src a Python module.
│   ├── data/           # Scripts to fetch, clean or transform data.
│   ├── features/       # Feature engineering scripts.
│   ├── models/         # Model definitions, training scripts etc.
│   └── visualization/  # Visualization scripts, plotting functions.
│
├── reports/            # Generated reports and associated files.
│   ├── figures/        # Graphs, static visualizations, etc.
│   └── tables/         # Tables, data summaries, etc.
│
├── environment.yml     # Conda environment file.
├── requirements.txt    # Pip requirements file.
│
├── .gitignore          # Specify unwanted files/folders for git.
├── README.md           # Project description, setup, and instructions.
└── LICENSE             # Licensing information.

EOL

# Get project name from the user
read -p "Enter your project name: " project_name

# Check if directory exists
if [ -d "$project_name" ]; then
  echo "Directory $project_name already exists. Exiting..."
  exit 1
fi

# Create the directory structure and files
mkdir -p "$project_name"/notebooks/exploratory
mkdir -p "$project_name"/notebooks/report
mkdir -p "$project_name"/data/raw
mkdir -p "$project_name"/data/processed
mkdir -p "$project_name"/data/external
mkdir -p "$project_name"/src/data
mkdir -p "$project_name"/src/features
mkdir -p "$project_name"/src/models
mkdir -p "$project_name"/src/visualization
mkdir -p "$project_name"/reports/figures
mkdir -p "$project_name"/reports/tables

# Create the required files
touch "$project_name"/src/__init__.py
touch "$project_name"/environment.yml
touch "$project_name"/requirements.txt
touch "$project_name"/.gitignore
touch "$project_name"/README.md
touch "$project_name"/LICENSE

echo "Directory structure created successfully!"