collapse is a large C/C++-based infrastructure package facilitating complex statistical computing, data transformation, and exploration tasks in R - at outstanding levels of performance and memory efficiency. It also implements a class-agnostic approach to R programming, supporting vector, matrix and data frame-like objects and their popular extensions ('units', 'integer64', 'xts', 'tibble', 'data.table', 'sf', 'pdata.frame'), enabling its seamless integration with the bulk of the R ecosystem. This article introduces the package's key components and design principles in a structured way, supported by a rich set of examples. A small benchmark demonstrates its computational performance.
collapse is a large C/C++-based infrastructure package facilitating complex statistical computing, data transformation, and exploration tasks in R - at outstanding levels of performance and memory efficiency. It also implements a class-agnostic approach to R programming, supporting vector, matrix and data frame-like objects and their popular extensions ('units', 'integer64', 'xts', 'tibble', 'data.table', 'sf', 'pdata.frame'), enabling its seamless integration with the bulk of the R ecosystem. This article introduces the package's key components and design principles in a structured way, supported by a rich set of examples. A small benchmark demonstrates its computational performance.
| # | Наименование новости | Тональность | Информативность | Дата публикации |
|---|---|---|---|---|
| 1 | cv: An R Package for Cross-Validating Regression Models | 0 | 7.3 | 15-06-2026 |
| 2 | fastcpd: Fast Change Point Detection in R | 0 | 7.13 | 25-07-2026 |
| 3 | CPU- and GPU-Based Distributed Sampling in Dirichlet Process Mixtures for Large-Scale Analysis | 0 | 8.44 | 31-05-2026 |
| 4 | Policy Learning with the polle Package | 0 | 6.3 | 31-05-2026 |
| 5 | BCDAG: An R Package for Bayesian Structure and Causal Learning of Gaussian DAGs | 0 | 3.84 | 24-07-2026 |
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