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GPU machine learning with cuML v1.0.0

Use this resource to train and evaluate machine learning models on a GPU

New

  • 364 downloads
  • 248 likes
  • 218 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install gpu-machine-learning-cuml

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent sets up the train and test split, trains the model that fits (classification, regression, clustering, reduction) and reports the metrics. A CPU fallback is included when no GPU is available.

Mostly picked by

Updated November 2, 2026

Card for the “GPU machine learning with cuML” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: initialization, imports and train and test split
  • SKILL.md: classification, regression and feature importance examples
  • SKILL.md: clustering, dimensionality reduction and CPU fallback

Good fit for

  • You want to predict a category or a value on a large tabular dataset
  • You segment customers or reduce features on a large volume

Not for

    Tags

    • cuML
    • GPU
    • machine learning
    • classification

    About

    You say

    “Train a fraud classifier on this transactions file and give me the precision.”

    Card for the “GPU machine learning with cuML” skill

    Skill published by langchain-ai under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to train and evaluate machine learning models on a GPU
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md7.1 KB

    Origin and licence

    Listed unmodified

    Author
    langchain-ai
    Source
    github.com/langchain-ai/deepagents/tree/98773a73843421f85a2113e6c3b0262f53d9bcd6/examples/nvidia_deep_agent/skills/cuml-machine-learning
    Licence
    MIT

    Notice

    « cuml-machine-learning » (langchain-ai, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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