causal-discovery-methods 开源项目推荐（6 个）

TSCenter /awesome-time-series-papers

来自顶级人工智能场所的最新时间序列论文和代码的精彩列表。

rpatrik96 /nl-causal-representations

This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).

LAMDA-Tabular /TabCausal

TabCausal: Pretraining Across Causal Environments for Tabular Causal Discovery

sepehr78 /RecursiveCausalDiscovery.jl

Recursive causal discovery with Julia

an-seunghwan /causal

Implementation PyTorch codes for causal discovery

Smoldersob /EnhancedGrangerCausalAnalysis

Library of causal analisys alorthims which was created as main subject of BSc thesis. It was further developted as part of MA thesis. It implements various implementations of Granger Analisys algorithms with modifications. It is also designed to allow easy customization and development.