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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."
| Version: | 0.1.1 |
| Imports: | data.table (≥ 1.10.4), xgboost (≥ 0.6-4), Rcpp (≥ 0.12.10), CompareCausalNetworks (≥ 0.1.0), bnlearn (≥ 4.1.1) |
| LinkingTo: | Rcpp |
| Published: | 2017-11-22 |
| DOI: | 10.32614/CRAN.package.SELF |
| Author: | Ruichu Cai [ths, aut], Jie Qiao [aut, cre], Zhenjie Zhang [ths, aut], Zhifeng Hao [ths, aut] |
| Maintainer: | Jie Qiao <qiaojie2004 at vip.qq.com> |
| License: | GPL-2 |
| NeedsCompilation: | yes |
| Citation: | SELF citation info |
| Materials: | README NEWS |
| CRAN checks: | SELF results |
| Reference manual: | SELF.pdf |
| Package source: | SELF_0.1.1.tar.gz |
| Windows binaries: | r-devel: SELF_0.1.1.zip, r-release: SELF_0.1.1.zip, r-oldrel: SELF_0.1.1.zip |
| macOS binaries: | r-release (arm64): SELF_0.1.1.tgz, r-oldrel (arm64): SELF_0.1.1.tgz, r-release (x86_64): SELF_0.1.1.tgz, r-oldrel (x86_64): SELF_0.1.1.tgz |
| Old sources: | SELF archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.