Code

gCASTLE: A Causal Structure Learning Toolchain

• Together with many colleagues of Huawei Noah’s Ark Lab, we have built a causal structure learning toolchain containing various functionalities related to causal learning and evaluation.
• The package offers a number of causal discovery algorithms, most of which are gradient-based, hence the name: gradient-based Causal structure learning pipeline.
• Project link: https://github.com/huawei-noah/trustworthyAI
• Tech report link: https://arxiv.org/abs/2111.15155