AI made Xplainable
Project description
Welcome to AntakIA !
AntakIA is an open-source tool from AI-vidence to explain ML black box models. See doc.
Here is a quick overview on AntakIA:
See full video on Youtube.
Install
AntakIA is available on PyPI :
pip install antakia
Running example notebooks
Once you've installed antakia
, you can download some of our notebook examples from our repo here.
Then, launch a Jupyter server from the notebook file (.ipynb
) location :
jupyter notebook # or jupyter lab
You'll find a complete tutorial for our California housing example here : https://doc.antakia.ai
[!IMPORTANT] If you're using a virtual env, it's handy to be able to chose it from Jupyter's kernel list. Do the following :
python -m ipykernel install --user --name your_venv_name --display-name "My great virtual env"
Online demo
You can give antakia
a try online : https://demo.antakia.ai
Log as demo
with password antakia
.
Note it runs on a simple server and may be busy. You may want to log with other accounts : demo1
to demo5
are accepted with the same password.
Run with Docker
[!IMPORTANT] Be sure to have a Docker engine running on your computer (ie. launch Docker Desktop)
docker build -t antakia .
docker run -p 8888:8888 antakia
In your Terminal, click on the http://127.0.0.1:8888/lab?token=WHATEVER_YOUR_TOKEN_IS URL
link.
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