Final Data Project README file

Final project for Ironhack Bootcamp of Data Analytics: NLP text generation for haikus and lyrics

---

🙋 Models Summary

This project contains three different NLP models with different approaches:

• LSTM for Haikus generation Dataset: https://www.kaggle.com/hjhalani30/haiku-dataset This is the simpler one. A sequential model containing the following layers: Embedding Bidirectional LSTM Dense

• LSTM for Lyrics generation Dataset: included in the repository Sequential model containing these layers: Embedding Bidirectional LSTM Dropout Unidirectional LSTM Embedding

• GPT-2 for Haikus generation

🔧 Configuration

Requeriments, prerequisites, dependencies, installation instructions.

📁 Folder structure

└── final_project
    ├── .gitignore
    ├── README.md
    ├── LSTM_haiku
    │   ├── raw_data
    │   ├── processed_data
    │   ├── LSTM_haiku_preprocessing.ipynb
    │   └── LSTM_haiku_train.ipynb
    │
    ├── LSTM_extremoduro
    │   ├── raw_data
    │   ├── processed_data
    │   ├── LSTM_extremoduro_preprocessing.ipynb
    │   └── LSTM_extremoduro_train.ipynb
    │
    └── gpt2_haiku
        ├── raw_data
        ├── processed_data
        ├── gpt2_haiku_preprocessing.ipynb
        └── gpt2_haiku_train-ipynb


### **Update**

Added a Markov Chains model to generate song lyrics.

---