AI-Poet

A Natural Language Model focused on creating poems based on input text.

Model

The model is a version of a Bidirectional LSTM model trained on a dataset of around 400-600 poems.
Below are the layers used in this model. \

• Embedding (For Dictionary)
• Bidirectional LSTM
• Dropout (For Generalization / Reducing Overfitting)
• LSTM (For Generalization)
• Dense

Usage

An online version can be found at https://poet.lynnlo.tech/

To host it locally for personal use, follow these steps\

1. Download the repository on your local machine
2. Either use Poetry or Pip/Conda to install the dependencies
   a. For Poetry poetry install
   b. For Pip pip install -r requirements.txt
3. Use python (3.7.5 or 3.8) to run python3 server.py
4. Go to localhost:4000