Exécutez n'importe quel Skill dans Manus
en un clic

Exécutez n'importe quel Skill dans Manus en un clic

Commencer

hipdf-pandas-port

Étoiles0

Forks1

Mis à jour24 juillet 2026 à 09:43

Migrates pandas-like workflows to hipDF and cudf.pandas style acceleration, auditing for unsupported features.

Installation

Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.

Exécuter dans Manus

Source

carlosfundora

carlosfundora/gfxGRAPH

Ouvrir le dépôt GitHub Voir les dépôts du créateur

Téléchargement

Exécuter dans Manus

Métiers associésSOC

Basé sur la classification professionnelle SOC

Développeurs de logicielsProfessions informatiques et mathématiques·SOC 15-1252

Explorateur de fichiers

5 fichiers

SKILL.md

readonly

name	hipdf-pandas-port
description	Migrates pandas-like workflows to hipDF and cudf.pandas style acceleration, auditing for unsupported features.

Purpose

Accelerate tabular workflows by porting pandas code to hipDF.

When to use

When a task involves slow pandas ETL, joins, or aggregations.
To implement GPU DataFrames for performance gains.

Procedure

Audit existing pandas usage in the provided scripts.
Identify unsupported features in hipDF compared to pandas.
Rewrite compatible sections using hipDF or cudf.pandas style acceleration.
Run parity tests to ensure the output matches the original pandas logic.
Report on performance gains and any remaining pandas fallback operations.

Plus depuis ce dépôt

même dépôt

gfxgraph-development

carlosfundora/gfxGRAPH

Develop and extend gfxGRAPH internals — add gap bridges, fix HIP/ROCm issues, debug graph capture failures, and understand the architecture. Covers BridgedCUDAGraph, ShapeBucketPool, ConditionalGraph, native bridge, and the monkey-patch system. USE FOR: extend gfxGRAPH, add new gap bridge, fix gfxGRAPH bug, understand gfxGRAPH architecture, modify BridgedCUDAGraph, add gfxGRAPH feature, debug graph capture internals, improve gfxGRAPH performance, gfxGRAPH C++ native bridge, write gfxGRAPH tests. DO NOT USE FOR: just using gfxGRAPH in a project (use gfxgraph-integration), general ROCm issues.

2026-07-240

gfxgraph-benchmarking

carlosfundora/gfxGRAPH

Benchmark gfxGRAPH internals, run the public benchmark suite, and compare performance between Python and Rust.

2026-07-240

rocm-atom-inference

carlosfundora/gfxGRAPH

Guide and resources for deployment and development using the ROCm/AMD ATOM (AiTer Optimized Model) inference backend.

2026-07-240

benchmark-validate

carlosfundora/gfxGRAPH

Validates and benchmarks ROCm-DS component ports against their CPU baselines (e.g., pandas vs hipDF). Use this to generate parity tests, verify correctness, and measure the performance speedups of GPU-accelerated code.

2026-07-240

compatibility-triage

carlosfundora/gfxGRAPH

Verifies whether a requested ROCm-DS workflow is officially supported, source-build feasible, or experimental on the target system.

2026-07-240

hipgraph-analytics

carlosfundora/gfxGRAPH

Leverages GPU acceleration to process and analyze complex graph structures using hipGRAPH. Note: hipGRAPH is early access.

2026-07-240

Exécutez n'importe quel Skill en un clic