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1. ct-transformer ct-transformer Public

   Causal Transformer: Multi-head attention GNN with per-mechanism experts. OGB-products tied #1 (0.9122).

   Python 1

2. sgao-academics.github.io sgao-academics.github.io Public

   Academic homepage of Shuaidong Gao - Independent researcher in causal deep learning and innovation economics.

   HTML 1

3. MMCDSM MMCDSM Public

   MM-CDSM: Multi-modal causal discovery with cross-modal consistency constraints — replication package

   Python 1

4. CausalTransformer CausalTransformer Public

   Causal Transformer: Scaling Gradient-Based Causal Discovery to 500 Variables (ML 2026)

   Python 1

5. lowrank-causal-theory lowrank-causal-theory Public

   Why Low-Rank Causal Discovery Works: Identifiability, Minimax Rates, and the Capacity Bottleneck. AISTATS 2027 submission.

   Python

6. causalscale causalscale Public

   Unified causal discovery engine

   Python 81 17