Visualize embed of documents
Install requirements and spacy model
You could use conda
conda create --name embedisualization python=3.6
source activate embedisualization
pip install -r requirements.txt
python -m spacy download en_vectors_web_lg
This spacy model en_vectors_web_lg is quite heavy (631MB). The vocabulary consist of 1.1m keys, 1.1m unique vectors (300 dimensions).
Install embedisualization lib
pip install embedisualization
Example
To run exemplary visualisation go to examples directory and run
python sample_text_vis.py
It will take minute or two to generate embeddings and create 2D vis. The new webpage with D3 visualisation will be presented.
