cudf-analytics
CommunityGPU-accelerated data analysis
AuthorJonusNattapong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables lightning-fast data analysis on large datasets by leveraging NVIDIA GPUs, significantly speeding up operations that would be slow on traditional CPUs.
Core Features & Use Cases
- GPU-Accelerated Operations: Utilizes NVIDIA cuDF for pandas-like data manipulation on GPUs.
- Data Analysis: Performs statistical summaries, groupby aggregations, and anomaly detection.
- Use Case: Analyze a multi-million row CSV file to compute the average revenue per product category and identify any outliers in sales figures, all within seconds.
Quick Start
Use the cudf-analytics skill to read the file 'sales_data.csv' and compute the mean of the 'price' column.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: cudf-analytics Download link: https://github.com/JonusNattapong/lala-code/archive/main.zip#cudf-analytics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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