Learn optimal policies via doubly robust empirical welfare maximization over trees. This package implements the multi-action doubly robust approach of Zhou, Athey and Wager (2018) <arXiv:1810.04778> in the case where we want to learn policies that belong to the class of depth k decision trees.
| Name | Type | Version | Platform | Labels | Updated | Size | Downloads | Actions |
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osx-64/r-policytree-1.2.4-r44h384437d_0.conda | conda | 1.2.4 | macOS-64 | main | Feb 18, 2026, 10:38 AM | 148.89 KB | 23 | |
osx-64/r-policytree-1.2.4-r45h384437d_0.conda | conda | 1.2.4 | macOS-64 | main | Feb 18, 2026, 10:38 AM | 148.65 KB | 24 | |
win-64/r-policytree-1.2.4-r45hd8a2815_0.conda | conda | 1.2.4 | win-64 | main | Feb 18, 2026, 10:34 AM | 150.54 KB | 37 | |
win-64/r-policytree-1.2.4-r44hd8a2815_0.conda | conda | 1.2.4 | win-64 | main | Feb 18, 2026, 10:34 AM | 150.77 KB | 34 | |
linux-64/r-policytree-1.2.4-r44h3697838_0.conda | conda | 1.2.4 | linux-64 | main | Feb 18, 2026, 10:33 AM | 156.38 KB | 158 | |
linux-64/r-policytree-1.2.4-r45h3697838_0.conda | conda | 1.2.4 | linux-64 | main | Feb 18, 2026, 10:31 AM | 156.26 KB | 158 | |
win-64/r-policytree-1.2.3-r44hd8a2815_2.conda | conda | 1.2.3 | win-64 | main | Sep 24, 2025, 07:00 PM | 149.52 KB | 67 | |
win-64/r-policytree-1.2.3-r45hd8a2815_2.conda | conda | 1.2.3 | win-64 | main | Sep 24, 2025, 06:56 PM | 150.01 KB | 75 | |
osx-64/r-policytree-1.2.3-r44ha730edb_2.conda | conda | 1.2.3 | macOS-64 | main | Sep 24, 2025, 06:54 PM | 147.17 KB | 70 | |
osx-64/r-policytree-1.2.3-r45ha730edb_2.conda | conda | 1.2.3 | macOS-64 | main | Sep 24, 2025, 06:53 PM | 146.59 KB | 63 | |
linux-64/r-policytree-1.2.3-r44h3697838_2.conda | conda | 1.2.3 | linux-64 | main | Sep 24, 2025, 06:47 PM | 154.86 KB | 456 | |
linux-64/r-policytree-1.2.3-r45h3697838_2.conda | conda | 1.2.3 | linux-64 | main | Sep 24, 2025, 06:47 PM | 154.76 KB | 463 | |
win-64/r-policytree-1.2.3-r43h8ae3a7c_1.conda | conda | 1.2.3 | win-64 | main | Aug 27, 2024, 10:41 AM | 148.36 KB | 291 | |
win-64/r-policytree-1.2.3-r44h8ae3a7c_1.conda | conda | 1.2.3 | win-64 | main | Aug 27, 2024, 10:40 AM | 150.08 KB | 292 | |
osx-64/r-policytree-1.2.3-r43hc83a2cd_1.conda | conda | 1.2.3 | macOS-64 | main | Aug 27, 2024, 10:29 AM | 144.42 KB | 263 | |
osx-64/r-policytree-1.2.3-r44hc83a2cd_1.conda | conda | 1.2.3 | macOS-64 | main | Aug 27, 2024, 10:28 AM | 146.68 KB | 258 | |
linux-64/r-policytree-1.2.3-r43h93ab643_1.conda | conda | 1.2.3 | linux-64 | main | Aug 27, 2024, 10:26 AM | 152.07 KB | 1.6K | |
linux-64/r-policytree-1.2.3-r44h93ab643_1.conda | conda | 1.2.3 | linux-64 | main | Aug 27, 2024, 10:25 AM | 153.83 KB | 1.6K | |
win-64/r-policytree-1.2.3-r41he75b88d_0.conda | conda | 1.2.3 | win-64 | main | Jun 14, 2024, 02:57 AM | 150.14 KB | 350 | |
osx-64/r-policytree-1.2.3-r42h25d921d_0.conda | conda | 1.2.3 | macOS-64 | main | Jun 14, 2024, 02:41 AM | 144.4 KB | 284 | |
osx-64/r-policytree-1.2.3-r43h25d921d_0.conda | conda | 1.2.3 | macOS-64 | main | Jun 14, 2024, 02:41 AM | 144 KB | 293 | |
linux-64/r-policytree-1.2.3-r43ha18555a_0.conda | conda | 1.2.3 | linux-64 | main | Jun 14, 2024, 02:39 AM | 151.11 KB | 1.9K | |
linux-64/r-policytree-1.2.3-r42ha18555a_0.conda | conda | 1.2.3 | linux-64 | main | Jun 14, 2024, 02:39 AM | 152.16 KB | 1.9K | |
win-64/r-policytree-1.2.2-r41ha856d6a_0.conda | conda | 1.2.2 | win-64 | main | Jun 25, 2023, 01:33 AM | 149.43 KB | 493 | |
osx-64/r-policytree-1.2.2-r42hac7d2d5_0.conda | conda | 1.2.2 | macOS-64 | main | Jun 25, 2023, 01:26 AM | 144.63 KB | 270 |