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FOSSistant AI Model

A machine learning model for predicting GitHub issue difficulty to enhance the FOSSistant developer assistance platform.

Overview

This repository contains the data processing pipeline and model training code for FOSSistant's AI-powered difficulty prediction system. The model analyzes GitHub issues (title and body) to classify their difficulty level as easy, medium, hard, or misc, helping developers identify appropriate issues to work on based on their experience level.

Repository Structure

FOSSistant_AI_Model/
├── data/                            # Data processing and preparation pipeline
│   └── process_data_v0_3_0.ipynb
├── train/                           # Model training and evaluation
│   └── train_v0_3_0.ipynb
├── LICENSE
└── README.md

License

This project is licensed under the Apache License 2.0.