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"Title": "R Interface to Python Tools for Computing Higher-Order\nU-Statistics",
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"Authors@R": "c(\nperson(\"Xingyu\", \"Chen\",\nemail = \"xingyuchen0714@sjtu.edu.cn\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Ruiqi\", \"Zhang\",\nemail = \"zrq1706@outlook.com\",\nrole = \"aut\"),\nperson(\"Lin\", \"Liu\",\nemail = \"linliu@sjtu.edu.cn\",\nrole = \"aut\")\n)",
"Description": "Provides an R interface to the Python package 'u-stats'\n for efficient computation\nof higher-order U-statistics using Einstein summation notation,\nimplementing the methods of Chen, Zhang, and Liu (2025)\n. The package automatically\nconverts R objects to 'NumPy' or 'PyTorch' tensors via\n'reticulate' and supports GPU acceleration when 'PyTorch' with\n'CUDA' is available. Python dependencies are declared via\n'reticulate' and can be installed automatically on first use.\nDesigned for large-scale statistical estimation where numerical\nstability and performance are critical.",
"License": "MIT + file LICENSE",
"Encoding": "UTF-8",
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"URL": "https://cxy0714.github.io/U-Statistics-R/,\nhttps://github.com/cxy0714/U-Statistics-R,\nhttps://pypi.org/project/u-stats/",
"BugReports": "https://github.com/cxy0714/U-Statistics-R/issues",
"Language": "en-US",
"Config/pak/sysreqs": "libpng-dev python3",
"Repository": "https://cxy0714.r-universe.dev",
"Date/Publication": "2026-06-19 08:48:20 UTC",
"RemoteUrl": "https://github.com/cxy0714/u-statistics-r",
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"NeedsCompilation": "no",
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"Date": "2026-06-19 09:26:40 UTC",
"User": "root"
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"Author": "Xingyu Chen [aut, cre],\nRuiqi Zhang [aut],\nLin Liu [aut]",
"Maintainer": "Xingyu Chen ",
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"title": "Check ustats Python Environment Status",
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