alan-cooney / ai-literature-analysis

Trends in AI Literature - Analysing the importance of topics over time, with BERTopic.

AI Literature Analysis

Analysis of AI research topic trends over time, with BERTopic.

Setup

This project includes a Devcontainer for one-click setup, with e.g. Github CodeSpaces.

To run, first add your Kaggle secrets:

export KAGGLE_USERNAME=xxxxxxxxxxxxxx
export KAGGLE_KEY=xxxxxxxxxxxxxx

Then run Jupyter Lab:

python -m venv venv
source ./venv/bin/activate
pip install .
jupyter lab

Exporting blog post

This can be done with:

jupyter nbconvert ./AI_Literature_Blogpost.ipynb  --to html --TemplateExporter.exclude_input=True