explainable_embedding

Experiments with regard to explanation of embedded spaces and multi modal models.

Setup

First make sure you have a Python (<3.11) environment with dianna. Currently, we use a development branch that you can install with:

git clone https://github.com/dianna-ai/dianna.git
cd dianna
git checkout 279-embeddings
pip install -e .

Then clone the explainable_embedding repository, cd into it and install the additional dependencies for these experiments:

pip install -r requirements.txt

Run experiments

Run all experiments with

python benchmarking/distance_benchmark.py

A directory called output will be created with the results.