shark803 / causallab

An Interactive Causal Analysis Tool

Overview

CausalLab is an Interactive Causal Analysis Tool.

Installation

The latest YLearn is required to run CausalLab, so install it from the latest source code before installing CausalLab:

pip install "torch<2.0.0" "pyro-ppl<1.8.5" gcastle
pip install git+https://github.com/DataCanvasIO/YLearn.git

Now, one can install CausalLab from the source:

git clone https://github.com/DataCanvasIO/CausalLab
cd CausalLab
pip install .

Startup

Run causal_lab to startup CausalLab http server on localhost with default port(5006):

causal_lab

To accept request from other computers, specify local host_ip and port to startup CausalLab http server:

causal_lab --address <host_ip> --port <port> --allow-websocket-origin=<host_ip>:<port>

eg:

causal_lab --address 172.20.51.203 --port 15006 --allow-websocket-origin=172.20.51.203:15006

License

See the LICENSE file for license rights and limitations (Apache-2.0).