TrumpNet

Overview

• A project to generate tweets similar in style to that of President Trump
• Using TensorFlow 2.0
• Using conda environment
• Using a character-based approach

Data

• Using President Trump's tweets to build a dataset

File descriptions

• data.py - For data preprocessing
• generate.py - For model inference
• model.py - For model definitions
• parameters.py - For model and training parameters
• train.py - For model training

Instructions

To train model

python train.py

To run trained model for inference

python generate.py

Results

Preliminary results

Visualisation of Training Loss: 6 epochs