Igbo Language Model - Final Year Project

This repository contains the code and resources for a language model developed as part of a final year project focused on the Igbo language. The goal is to build and evaluate a machine learning model capable of understanding and processing Igbo text.

Project Structure

• data/ — Dataset files used for training and evaluation
• notebooks/ — Jupyter notebooks for data exploration, preprocessing, and model training
• models/ — Saved trained models and checkpoints
• src/ — Source code for data processing, model training, and evaluation
• README.md — Project documentation

Project Objectives

• Collect and preprocess Igbo language data
• Train a language model tailored to Igbo text
• Evaluate the model on relevant natural language processing tasks
• Provide scripts and tools for using the trained model

Getting Started

Prerequisites

• Python 3.x
• Recommended: virtual environment for package management

Installation

1. Clone the repository:

   git clone https://github.com/Yuyi5la/igbo_model-finalyearproject-.git
   cd igbo_model-finalyearproject-
   
   

2. Install dependencies:

   pip install -r requirements.txt

3. Run notebooks or scripts:

   Use the Jupyter notebooks in notebooks/ to explore data and train the model.

   jupyter notebook

📚 Technologies Used

• Python
• Jupyter Notebook
• TensorFlow
• pandas
• NumPy
• scikit-learn

🤝 Contributions

Contributions and improvements are welcome! Please fork the repository and submit a pull request.

📄 License

This project is open source under the MIT License.

---

Made with ❤️ by Yuyi5la