shama-llama/miscellaneous-nlp-projects

Repository for NLP projects as part of CoSc 6252 # Miscellaneous NLP Projects This repository is a collection of assignments that were done as part of the Natural Language Processing (CoSc 6252) course. The notebooks cover topics in morphological analysis. ## Projects ### 1. Morphological Analysis - **Notebook:** `notebooks/morphological_analysis.ipynb` - **Description:** Morphological word generation for ግድል. ### 2. Finite State Automata - **Notebook:** `notebooks/finite_state_automata.ipynb` - **Description:** Conversion from nondeterministic finite automata (NFA) to deterministic finite automata (DFA) for Amharic pronouns using `automata-lib`. ## Required Packages The following system-level dependencies need to be installed before running the projects: ```bash sudo dnf install graphviz-devel sudo dnf install cairo-devel sudo dnf install pango-devel ``` ## Project Setup This project uses `uv` for package management. `uv` is an extremely fast Python package and project manager, written in Rust that can be used as a drop-in replacement for `pip`, `pip-tools`, `pipx`, `poetry`, `pyenv`, `twine`, `virtualenv`. - **`uv` Installation** ```bash curl -LsSf astral.sh | sh ``` - **Clone the Repository:** ```bash git clone github.com cd miscellaneous-nlp-projects ``` - **Create a Virtual Environment and Install Dependencies with `uv`:** ```bash uv venv uv pip install -e . ``` - **Activate the Virtual Environment:** ```bash source .venv/bin/activate ``` - **Launch Jupyter Notebook:** ```bash jupyter notebook ``` Navigate to the `notebooks/` directory to run the analysis. ## License This project is licensed under the terms of the MIT open source license.