SELF
A Structural Equation Embedded Likelihood Framework for Causal Discovery
Provides the SELF criteria to learn causal structure. Please cite "Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao. SELF: Structural Equational Embedded Likelihood Framework for Causal Discovery. AAAI. 2018."
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.1 |
rolling linux/jammy R-4.5 | SELF_0.1.1.tar.gz |
74.4 KiB |
0.1.1 |
rolling linux/noble R-4.5 | SELF_0.1.1.tar.gz |
75.2 KiB |
0.1.1 |
rolling source/ R- | SELF_0.1.1.tar.gz |
9.2 KiB |
0.1.1 |
latest linux/jammy R-4.5 | SELF_0.1.1.tar.gz |
74.4 KiB |
0.1.1 |
latest linux/noble R-4.5 | SELF_0.1.1.tar.gz |
75.2 KiB |
0.1.1 |
latest source/ R- | SELF_0.1.1.tar.gz |
9.2 KiB |
0.1.1 |
2026-04-26 source/ R- | SELF_0.1.1.tar.gz |
9.2 KiB |
0.1.1 |
2026-04-23 source/ R- | SELF_0.1.1.tar.gz |
9.2 KiB |
0.1.1 |
2026-04-09 windows/windows R-4.5 | SELF_0.1.1.zip |
396.9 KiB |
0.1.1 |
2025-04-20 source/ R- | SELF_0.1.1.tar.gz |
9.2 KiB |
Dependencies (latest)
Imports
- data.table (>= 1.10.4)
- xgboost (>= 0.6-4)
- Rcpp (>= 0.12.10)
- CompareCausalNetworks (>= 0.1.0)
- bnlearn (>= 4.1.1)