cudf-analytics
cuDF Analytics Skill
GPU-accelerated data analysis using NVIDIA RAPIDS cuDF. cuDF provides a pandas-like API that runs on NVIDIA GPUs, enabling massive speedups on large datasets.
When to Use This Skill
Use this skill when:
- Analyzing CSV files, datasets, or tabular data
- Computing statistical summaries (mean, median, std, quartiles)
- Performing groupby aggregations
- Detecting anomalies or outliers in data
- Profiling datasets with millions of rows
- Computing correlation matrices
Initialization (REQUIRED)
Always start every script with this boilerplate. It tests actual GPU operations, not just import.
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