Trump-bot

A simple Twitter bot which tries to mimic @realDonaldTrump.

中文文档

Table of Contents

• Trump-bot
  • Table of Contents
  • Getting Started
    • 0. Prerequisites
    • 1. Installation
    • 2. Usage
  • Learning curve
  • TODO
  • Contributors
  • License

Getting Started

0. Prerequisites

To set up the environment, you need to have the following dependencies installed.

• Anaconda 4.9 or later (with Python 3.8)
• CUDA 10.1

1. Installation

First, obtain the Trump-bot package.

git clone https://github.com/hakula139/Trump-bot.git
cd Trump-bot

Then set up a virtual environment and install the dependencies using conda.

conda env update --name trump_bot --file environment.yml
conda activate trump_bot
python -m spacy download en_core_web_sm

2. Usage

Train the model and evaluate the output with the following command.

python ./trump_bot/main.py

Currently passing parameters is not supported. You can manually modify the parameters in ./trump_bot/main.py.

Generated texts are located in ./output/output.txt, the figure of network learning rate is saved to ./assets/loss.png.

Learning curve

The training loss and validation loss using default parameters:

TODO

• Support passing parameters
• Compose a detailed document

Contributors

• Hakula Chen<[email protected]> - Fudan University

License

This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.