현재 이 페이지는 영어로만 제공됩니다.
 / 
LightGBM

LightGBM

Use New Relic quickstart to monitor and analyze your LightGBM models.

Quickstart
Integration Features

dashboards
This quickstart doesn't include any dashboards. Do you think it should?
You can edit this quickstart to add helpful components. View the repository and open a pull request.
View repo

Why should you monitor LightGBM?

LightGBM is an open-source machine learning library widely employed to develop and train neural network-based deep learning models. New Relic's LightGBM quickstart performance monitoring provides out-of-the-box observability for LightGBM models. By using the LightGBM quickstart, you will be able to:

Identify performance bottlenecks:

Enhance the efficiency of your LightGBM models by pinpointing and optimizing performance-heavy areas.

Ensure model accuracy:

Monitor the output of your models in real-time to detect and correct discrepancies, thereby ensuring the desired model performance.

Error identification and resolution:

Active monitoring allows for quick detection and rectification of errors, ensuring the reliability and robustness of your LightGBM models.

Comprehensive monitoring quickstart for LightGBM models

With New Relic's LightGBM quickstart, you can actively oversee the performance of your LightGBM models, gaining insights to ensure they run effectively and efficiently, especially in real-world deep learning applications.

What’s included in the LightGBM quickstart?

New Relic LightGBM monitoring quickstart provides quality out-of-the-box reporting:

  • Obtain insights into how your LightGBM models are performing in real-time
  • Alerts on model performance: Set up proactive notifications for any unusual behavior or degradation in the performance of your models

How to use this quickstart

  • Sign Up for a free New Relic account or Log In to your existing account.
  • Click the install button.
  • Install the quickstart to get started or improve how you monitor your environment. They're filled with pre-built resources like dashboards, instrumentation, and alerts.
Authors
New Relic
Support
BUILT BY NEW RELIC
Need help? Visit our Support Center or check out our community forum, the Explorers Hub.
Collaborate on this quickstart

지금 무료로 시작하세요.

New Relic Now 새로운 에이전틱 통합 데모 출시.
지금 시청하세요.