dimbridge 0.2.0

DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic

dimbridge

A Jupyter lab widget for interpreting visual patterns in dimensionality reduction plots

Based on the work: DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic

Example

See details in example.ipynb

Installation

• install jupyter lab: [JupyterLab]

• Install DimBridge

pip install dimbridge

• Enable widgets extension jupyter labextension enable widgetsnbextension

Development installation

Create a virtual environment and and install dimbridge in editable mode with the optional development dependencies:

python -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"

You then need to install the JavaScript dependencies and run the development server.

npm install
npm run dev

Open example.ipynb in JupyterLab, VS Code, or your favorite editor to start developing. Changes made in js/ will be reflected in the notebook.