Resources

How Does Programmatic CI/CD Work With Neptune’s Model Registry?

1 min

Siddhant Sadangi

8th February, 2024

Video Computer vision NLP Reinforcement learning Tabular data Time series Comparison Evaluation Versioning

Here’s a walkthrough of how you can evaluate your current production model and compare it with a challenger model with the help of Neptune.

You can check the repo mentioned in the video here and try it out yourself.

Important: This video was created in May 2023. For the most up-to-date code examples, please refer to the Neptune docs.

Related resources

How to Register and Version Models With Neptune

How to Use Neptune for A/B Testing Models

Access Production Ready Models in Neptune

4 Ways Machine Learning Teams Use CI/CD in Production

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Content type

Case study Example dashboard Example project Product update Video Webinar

Area of interest

Computer vision NLP Reinforcement learning Tabular data Time series

Use case

Collaboration Comparison Debugging Evaluation Management Monitoring Reporting Reproducibility Tracking Versioning

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