This Pull Request introduces two new machine learning projects and updates the repository's main README.md to reflect the current, comprehensive organization structure.

Summary of Changes

• New Projects Added:

  • Phishing-Detection: Added under projects/detection/

  • Time Series Analysis: Added as a new top-level category under projects/time_series/

• Documentation Update (README.md): The "Repository Organization" section in the main README.md file has been updated to include all current project categories:

  • New categories: algorithms, data-analysis, and time_series.

  • The list is now an accurate reflection of the directory structure as shown in the file explorer.

Detailed File Structure Added

The following new files/directories were added to the repository:

projects/
├── detection/
│ └── Phishing-Detection/
│ ├── data/
│ │ └── Phishing Data.xlsx
│ └── notebook/
│ └── phishing_ml.ipynb
└── time_series/
 ├── Readme.md
 ├── data/
 │ ├── Sample Input - Sample.csv (1).csv
 │ └── Sample Output - Sample Output.csv
 ├── notebooks/
 │ ├── hf_data_handling.ipynb
 │ └── hf_data_pipeline.ipynb
 └── src/
 └── pipeline.py

Motivation and Context

The primary goal is to enrich the project offerings by providing ready-to-use machine learning solutions for key domains:

1. Cybersecurity: Adding a practical Phishing Detection project under the existing detection category.

2. Forecasting: Creating a dedicated time_series category to focus on sequence-based data analysis and prediction, a crucial area of ML.

3. Clarity: Ensuring the README.md accurately guides new contributors by listing all available categories, including newly discovered existing ones (algorithms, data-analysis), thereby improving discoverability and overall project clarity.

Type of change

• Added a new machine learning frameworks, libraries or software.

• Documentation update (Structure change in README.md)

• New feature/project added

Checklist:

• My code follows the style guidelines of this project

• I have performed a self-review of my own code

• I have commented my code, particularly in hard-to-understand areas (Self-correction: Applies mainly to Python/Notebook code; folder structure doesn't require comments)

• I have made corresponding changes to the documentation (Updated README.md structure)

• My changes generate no new warnings