Examples
Get started with Arthur Scope using one our many examples
Throughout our website, documentation, public GitHub, and YouTube channel, we are dedicated to providing useful and intuitive examples of how to use the Arthur platform.
Core Example Groups: We have broken out our core examples resources into four sections:
Interested in something else?: Here are some of our other most commonly referred to references:
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Model Onboarding
Getting Started - Quickstart Guides
| Example | Resource Page |
|---|---|
| Quickstart (Tabular) | Quickstart |
| Quickstart NLP | NLP Onboarding |
| Quickstart Computer Vision | CV Onboarding |
| Quickstart Generative Text (LLM) | Generative Text |
| Onboarding Model with API | Registering A Model with the API |
Model Input / Output Type
| Model Type | Batch | Streaming |
|---|---|---|
| Tabular Binary Classification | Credit Risk Batch Example | Credit Risk Example |
| Tabular Multi-class Classification | ||
| Tabular Regression | Boston Housing Example | |
| NLP Binary Classification | ||
| NLP Multi-class Classification | Medical Transcript Example | |
| NLP Regression | ||
| NLP - Generative Text (LLM) | OpenAI Examples | |
| CV Binary Classification | Satelite Image Example | Cancer Classification Example |
| CV Multi-class Classification | ||
| CV Regression | ||
| CV Object Detection | Mars Rover Example | |
| Time Series Ranked List (Recommender System) |
Partnerships and Integrations
Extra Model Onboarding Tutorials
| Name | Description | Resource Page or Notebook |
|---|---|---|
| Testing Arthur Explainer Locally | Before enabling explainability, teams can test their explainer locally. Ensure that it will work when onboarded to Arthur. | Test Explainability Locally |
| Connecting Arthur Model Object in Notebook | Teams must first connect to the Arthur platform to run any functionality in a notebook. | Creating a Connection to Arthur |
| Onboarding Historical Data to Arthur | Want to backfill your new model on Arthur with existing data? Onboard historical inferences | Sending Historical Data |
| Model Versioning | Example of creating mutliple model versions | Model Versioning Notebook |
Notebook Tutorials
Metrics and Alerting
| Name | Notebook |
|---|---|
| Create Custom Metrics in a Notebook | Coming Soon |
| Create Custom Alerts in a Notebook | Coming Soon |
| Deleting Alerts in a Notebook | Coming Soon |
Enrichments
| Name | Description | Notebook |
|---|---|---|
| Bias Mitigation | Run our bias mitigation enrichment in a notebook | Bias Mitigation Notebook |
Querying Guides
| Name | Description | Notebook or Resource Page |
|---|---|---|
| Query Guide Notebook | Overview of querying in a notebook | Query Jumpstart Notebook |
| Querying Explainability | Query multiple levels of explainability in a notebook | Querying Explainability |
| Querying Data Drift | Query data drift comparing different distributions | Query Data Drift |
Updated 4 months ago