cudf-analytics
CommunityGPU-accelerated data analysis
Authorsahiixx
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill accelerates data analysis tasks on large datasets by leveraging GPU computation, significantly reducing processing time compared to traditional CPU-based methods.
Core Features & Use Cases
- GPU-Accelerated Operations: Utilizes NVIDIA cuDF for pandas-like data manipulation on the GPU.
- Data Analysis: Performs statistical summaries, groupby aggregations, and anomaly detection.
- Use Case: Analyze a multi-million row CSV file to compute the average sales per region and identify outliers in real-time, a task that would be prohibitively slow on a CPU.
Quick Start
Use the cudf-analytics skill to read the file 'sales_data.csv' and compute the mean of the 'revenue' 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/sahiixx/agency-agents/archive/main.zip#cudf-analytics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.