cuDF

E890457
GPU-accelerated DataFrame library RAPIDS component open-source software

cuDF is a GPU-accelerated DataFrame library from NVIDIA’s RAPIDS ecosystem that enables fast, pandas-like data manipulation and analytics on large datasets.

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Observed surface forms (1)

Surface form Occurrences
cuDF pandas accelerator 1

Statements (55)

Predicate Object
instanceOf GPU-accelerated DataFrame library ⓘ
RAPIDS component ⓘ
open-source software ⓘ
acceleratedBy GPU ⓘ
compatibleWith Apache Spark via RAPIDS Accelerator NERFINISHED ⓘ
Dask NERFINISHED ⓘ
NumPy NERFINISHED ⓘ
RAPIDS cuGraph NERFINISHED ⓘ
RAPIDS cuML NERFINISHED ⓘ
pandas NERFINISHED ⓘ
developer NVIDIA NERFINISHED ⓘ
feature GPU-accelerated CSV reading ⓘ
GPU-accelerated ORC reading ⓘ
GPU-accelerated Parquet reading ⓘ
columnar memory layout ⓘ
out-of-core processing via Dask-cuDF ⓘ
pandas-like API ⓘ
zero-copy interoperability with other RAPIDS libraries ⓘ
introducedBy RAPIDS open-source announcement in 2018 ⓘ
license Apache License 2.0 ⓘ
modeledAfter pandas NERFINISHED ⓘ
partOf RAPIDS NERFINISHED ⓘ
RAPIDS AI ecosystem NERFINISHED ⓘ
programmingLanguage C++ ⓘ
CUDA NERFINISHED ⓘ
Python ⓘ
provides DataFrame abstraction ⓘ
GPU-accelerated columnar data structures ⓘ
Series abstraction ⓘ
repository https://github.com/rapidsai/cudf ⓘ
requires NVIDIA GPU NERFINISHED ⓘ
supports ETL workloads ⓘ
SQL-like operations ⓘ
data analytics ⓘ
data manipulation ⓘ
tabular data processing ⓘ
supportsLanguageBinding C++ API NERFINISHED ⓘ
Python API ⓘ
supportsOperation I/O operations ⓘ
aggregation ⓘ
datetime operations ⓘ
filtering ⓘ
groupby ⓘ
join ⓘ
missing value handling ⓘ
sorting ⓘ
string operations ⓘ
type casting ⓘ
window functions ⓘ
useCase data science workflows ⓘ
large-scale data analytics ⓘ
machine learning preprocessing ⓘ
uses Apache Arrow columnar memory format ⓘ
CUDA parallel computing platform NERFINISHED ⓘ
website https://rapids.ai ⓘ

Referenced by (2)

Full triples — surface form annotated when it differs from this entity's canonical label.

NVIDIA RAPIDS → component → cuDF ⓘ
NVIDIA RAPIDS → component → cuDF ⓘ
this entity surface form: cuDF pandas accelerator