雷锋网 AI 科技评论按，数据处理是数据工程师经常要面对的问题，今天要推荐的是一个和数据处理相关的 DataFrame 库——cuDF。 cuDF 是一个基于 Apache Arrow 列内存格式的数据帧库，它是一个 GPU DataFrame 库，可以进行加载，连接，聚合，过滤等数据操作。 cuDF 提供了 ...

英伟达Nvidia最新发布的RAPIDS cuDF框架的新版本引起了广大数据科学家和Pandas用户的兴趣，因为它声称可以使Pandas在GPU上运行时性能提升150倍。Pandas是一种受欢迎的基于Python的数据框架，用于数据处理和分析。它是由Wes McKinney于2018年作为开源项目发布的，目前已经 ...

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In a time when Nvidia (NASDAQ:NVDA) dominates graphics processing unit-accelerated data, a challenger has just turned the tables. DataPelago announced last week that its Nucleus universal engine ...

MOUNTAIN VIEW, Calif., Aug. 22, 2025 (GLOBE NEWSWIRE) -- DataPelago today released new benchmarking results that show DataPelago Nucleus significantly outperforms Nvidia’s cuDF — a widely used ...

While cuDF has long established the performance ceiling for utilizing these GPUs in data processing, complex and real-world workloads, such as multi-key and variable-length string sorts, are not ...

An end-to-end data science ecosystem, open source RAPIDS gives you Python dataframes, graphs, and machine learning on Nvidia GPU hardware Building machine learning models is a repetitive process.