My Code Python

Collection of Python scripts and utilities - Dominique S. Loyer

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📋 Overview

A collection of Python scripts and utilities developed for various research and development projects, including:

• Information Retrieval configurations for TREC/Pyserini
• NLP preprocessing and analysis tools
• Data processing utilities
• ML/AI helper functions

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🚀 Quick Start

# Clone the repository
git clone https://github.com/DominiqueLoyer/my_code_python.git
cd my_code_python

# Install dependencies
pip install numpy pandas nltk tqdm

# Use the scripts
python mycode.py

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📁 Repository Contents

File	Description
mycode.py	Main collection of Python utilities (~2MB)
LICENSE	Apache License 2.0
README.md	This documentation

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✨ Features

Information Retrieval

• Java 21 + Pyserini configuration
• TREC topic parsing
• BM25 and TF-IDF implementations
• Query expansion techniques

NLP Tools

• NLTK resource management
• Text preprocessing pipelines
• Tokenization and stemming

Utilities

• Configuration scripts for Colab/Kaggle
• Batch processing helpers
• Result formatting tools

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🏷️ Citation

@software{loyer2025mycodepython,
  author = {Loyer, Dominique S.},
  title = {My Code Python: Research Utilities Collection},
  year = {2025},
  publisher = {Zenodo},
  doi = {10.5281/zenodo.17917855},
  url = {https://github.com/DominiqueLoyer/my_code_python}
}

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👤 Author

Dominique S. Loyer

• ORCID: 0009-0003-9713-7109
• GitHub: @DominiqueLoyer
• Affiliation: Université du Québec à Montréal (UQAM)

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📜 License

Apache License 2.0 - See LICENSE for details.

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⚠️ Disclaimer

Code provided as-is for research and educational purposes. Use at your own risk!

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Last Updated: January 2026