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job2vec

Open source model weights for Campfire AI's semantic embedding of human occupations

Getting Started

Please use Python 3.8 or later. Install gensim and other dependencies with

pip install -r requirements.txt

Running an example comparison

To start the jupyter notebook server, run

jupyter notebook

This should open a window in your browser. If not, please follow the instructions printed by jupyter to locate the web URL to access the notebook page. Click on the Job2vec notebook to access the example.

Embedding produced by Job2vec, dimensionality-reduced via UMAP