cuDF – NVIDIA Technical Blog
http://www.open-lab.net/ko-kr/blog
Tue, 08 Apr 2025 09:02:23 +0000
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??? ????? ?? GPU ?? ????
http://www.open-lab.net/ko-kr/blog/get-started-with-gpu-acceleration-for-data-science/
Tue, 08 Apr 2025 04:41:21 +0000
http://www.open-lab.net/ko-kr/blog/?p=3651
Reading Time: 5 minutes ??? ???? ???? ?? ???? ?? ? ????, ????? ?? ??? ??? ???? ? ?? ???? ?????. GPU ???? ?? ?????? ???? ??? ????, ??? ?? ??? ???? ????. RAPIDS? ???? ?? ???? GPU? ???? ??? ???? ?????? ?????? ??? NVIDIA?? ??? ?? ?? ??????? ????? ??????. ??? ??? ?? cuDF, ?? ??? ?? cuML, … Continued]]>
Reading Time: 5 minutes ??? ???? ???? ?? ???? ?? ? ????, ????? ?? ??? ??? ???? ? ?? ???? ?????. GPU ???? ?? ?????? ???? ??? ????, ??? ?? ??? ???? ????. RAPIDS? ???? ?? ???? GPU? ???? ??? ???? ?????? ?????? ??? NVIDIA?? ??? ?? ?? ??????? ????? ??????. ??? ??? ?? cuDF, ?? ??? ?? cuML, ??? ??? ?? cuGraph? ?? ??? ???? RAPIDS? ?? Python ?????? ???? ??? ? ?? ??? ??????? ? ??? ????? ??? ? ???…
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NVIDIA cuDF? ???? JSON Lines? pandas?? 100? ? ??? ??
http://www.open-lab.net/ko-kr/blog/json-lines-reading-with-pandas-100x-faster-using-nvidia-cudf/
Fri, 28 Feb 2025 07:44:19 +0000
http://www.open-lab.net/ko-kr/blog/?p=3541
Reading Time: 6 minutes JSON? ??? ?? ?? ?? ??? ??? ?? ??? ?? ???? ????, ?? ? ?????? ? ?? ?? ??(LLM)? ?? ?????. JSON ??? ??? ?? ? ???, ??? ???? ? ??? ????? ??? ?????? ?????. JSON ???? ??? ??? ?? ???? ???? ?? ? ???? ??? JSON Lines(NDJSON???? ?)? ??? ??? ??? ????. JSON Lines … Continued]]>
Reading Time: 6 minutes JSON? ??? ?? ?? ?? ??? ??? ?? ??? ?? ???? ????, ?? ? ?????? ? ?? ?? ??(LLM)? ?? ?????. JSON ??? ??? ?? ? ???, ??? ???? ? ??? ????? ??? ?????? ?????. JSON ???? ??? ??? ?? ???? ???? ?? ? ???? ??? JSON Lines(NDJSON???? ?)? ??? ??? ??? ????. JSON Lines ???? DataFrame?? ?? ??? ?? ??? ???? ?? ? ? ?? ? ?????. ? ?????? ?? ?????? ???? JSON Lines ???? DataFrame?? ????…
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??? ??????? ?? 30??? pandas? ????? RAPIDS cuDF ?? ???
http://www.open-lab.net/ko-kr/blog/rapids-cudf-unified-memory-accelerates-pandas-up-to-30x-on-large-datasets/
Mon, 07 Oct 2024 05:53:01 +0000
http://www.open-lab.net/ko-kr/blog/?p=3137
Reading Time: 4 minutes NVIDIA? ??? ????? ???? ?????? ???? ?? ??? ??? ??? ??? ? pandas? ?? ??? ? ??? ???? ?? ??? ? ??? ??? ?? ??? RAPIDS cuDF? ??????. ?? ??? ????? ??? ????? ?? 30??? ???? ? ????. RAPIDS? ?? ?? GPU ?? ??? ?? ? AI ????? ?????. cuDF? ??? ??, ??, ?? ? … Continued]]>
Reading Time: 4 minutes NVIDIA? ??? ????? ???? ?????? ???? ?? ??? ??? ??? ??? ? pandas? ?? ??? ? ??? ???? ?? ??? ? ??? ??? ?? ??? RAPIDS cuDF? ??????. ?? ??? ????? ??? ????? ?? 30??? ???? ? ????. RAPIDS? ?? ?? GPU ?? ??? ?? ? AI ????? ?????. cuDF? ??? ??, ??, ?? ? ???? ?? Python GPU DataFrame ????????. ??? ???? ?? ??? ??? ?? ?????? pandas? ???? ??? Python? ??? ?? ? ?? ??????? ?? ? ? ??…
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RAPIDS cuDF ?? Polars GPU ?? ?? ?? ???? ??
http://www.open-lab.net/ko-kr/blog/polars-gpu-engine-powered-by-rapids-cudf-now-available-in-open-beta/
http://www.open-lab.net/ko-kr/blog/polars-gpu-engine-powered-by-rapids-cudf-now-available-in-open-beta/#respond
Wed, 02 Oct 2024 12:46:07 +0000
http://www.open-lab.net/ko-kr/blog/?p=3115
Reading Time: 3 minutes ?? Polars? ??? ????? ?? ???? ?? ?? ???? ? ? ? ?? ??? ? ??? NVIDIA GPU?? Polars ?????? ?? 13??? ????? RAPIDS cuDF ??? ??? GPU ??? ??????. ???? ??? ?? ????? ???? ??? ?? ?????? pandas? ?? ???? ???? ?? ??? ????? ??? ? ??? ???? ??? ? ????. ??, ?? ??? … Continued]]>
Reading Time: 3 minutes ?? Polars? ??? ????? ?? ???? ?? ?? ???? ? ? ? ?? ??? ? ??? NVIDIA GPU?? Polars ?????? ?? 13??? ????? RAPIDS cuDF ??? ??? GPU ??? ??????. ????? ???? ??? ?? ?????? pandas? ?? ???? ???? ?? ??? ????? ??? ? ??? ???? ??? ? ????. ??, ?? ??? ?? ???? ??? ?? ?? ??? ? ??? ?? ?? ??? ??? ??? ???? ????? ?????. ? ? ?? ??? ????? ?? ?? ??? ???? ????? ??? ? ?? ???…
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???? ??? ??: RAPIDS cuDF? ?? ??? ??? ??
http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-faster-time-series-analysis-with-rapids-cudf/
http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-faster-time-series-analysis-with-rapids-cudf/#respond
Wed, 26 Apr 2023 13:51:59 +0000
http://www.open-lab.net/ko-kr/blog/?p=1529
Reading Time: 5 minutes ? ???? ???? ??? ??? ?? ???? ?????: ????? ?? ??? ???? ??? ?? ??? ??? ??(EDA) ???????? pandas? ??? ?????? ?? ???? ??? ?? ?????? RAPIDS cuDF? ??? ?? ???? ??? ?? ? ????. ??? ???? ?????? ??? ???? ??? ?? ??? ??? ??? ?? ??? ??? ?? ???, RAPIDS? ???? ? ?? ??? … Continued]]>
Reading Time: 5 minutes ? ???? ???? ??? ??? ?? ???? ?????: ????? ?? ??? ???? ??? ?? ??? ??? ??(EDA) ???????? pandas? ??? ?????? ?? ???? ??? ?? ?????? RAPIDS cuDF? ??? ?? ???? ??? ?? ? ????. ??? ???? ?????? ??? ???? ??? ?? ??? ??? ??? ?? ??? ??? ?? ???, RAPIDS? ???? ? ?? ??? ?? ?????. RAPIDS cuDF? ???? ?? ??? ??? ?? ‘????’ ??? ??? ?? ??? ?? ??? ?? ? ????. ??? ??? ??? ???? ??????…
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http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-faster-time-series-analysis-with-rapids-cudf/feed/
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1529
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???? ??? ??: RAPIDS cuDF? ??? ?? ?? ??
http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-speed-up-data-exploration-with-rapids-cudf/
http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-speed-up-data-exploration-with-rapids-cudf/#respond
Fri, 21 Apr 2023 04:38:23 +0000
http://www.open-lab.net/ko-kr/blog/?p=1511
Reading Time: 6 minutes ? ???? ???? ??? ??? ?? ???? ?????: ?? ???, ??, ??, ???? ??? ???? ?? ?? ?? ??? ???? ???? ????. IDC? ??? 2025??? 2020?? 64ZB? ?? 180ZB? ???? ??? ???, ? ?? ???? ????? ???? ?? ??? ??? ???? ??? ????. NVIDIA? ??? ??????? ????? ??? ???? ? ?? ?????? ???? GPU?? ??? … Continued]]>
Reading Time: 6 minutes ? ???? ???? ??? ??? ?? ???? ?????: ?? ???, ??, ??, ???? ??? ???? ?? ?? ?? ??? ???? ???? ????. IDC? ??? 2025??? 2020?? 64ZB? ?? 180ZB? ???? ??? ???, ? ?? ???? ????? ???? ?? ??? ??? ???? ??? ????. NVIDIA? ??? ??????? ????? ??? ???? ? ?? ?????? ???? GPU?? ??? ? ??? ?? ?? ????? ????? ? API? RAPIDS ???? ?????. ???? ?? ? ??? ????? ?? ???? ??? ?? ???…
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