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mloda Concepts

  • Table of Content
  • Intro to the core interfaces of mloda
  • What makes mloda unique?
  • Data, Feature, FeatureSets and FeatureGroups in mloda
  • Provider, User, Steward in mloda

Getting Started

  • Installation
  • API Request
  • Feature Groups
  • Compute Frameworks
  • Extender
  • mloda demo: How can we make feature engineering shareable?
  • mloda + scikit-learn Integration: Basic Example

In Depth - Basics

  • mloda API
  • Streaming
  • (Feature) data
  • Join data
  • Filter data
  • Artifacts

In Depth - Advanced

  • Data quality
  • Domain concept
  • Data Access Patterns
  • Compute Frameworks
    • Framework Transformers
    • Compute Framework Integration
    • Framework Connection Object
  • Feature Groups
    • Feature Configuration
    • Feature Chain Parser
    • Feature Group Matching
    • PROPERTY_MAPPING
    • Feature Group Testing
    • Feature Group Versioning
    • Multiple Result Columns
  • Plugin System
    • Discover Plugins
    • Plugin Loader
  • Data Type Enforcement
  • Troubleshooting
    • Feature Group Resolution Errors

Development

  • Contributors
  • License - Apache 2.0

Need Help?

  • FAQ
mloda docs
  • mloda Concepts
  • Table of Content

Table of content¶

  1. Intro to the core interfaces of mloda
    • Introduction to mloda's core interfaces and practical demonstration of its capabilities.
  2. What makes mloda unique?
    • Explanation of mloda's unique aspects, including data reusability and support for diverse technologies.
  3. What is data, Feature, FeatureSets and FeatureGroups in mloda
    • Detailed overview of key objects in mloda and their relationships.
  4. Roles in mloda
    • Exploration of the roles of Providers, Data Users, and Stewards within mloda.

Prerequisite Setup for This Example¶


This example assumes that you have cloned the repository and followed the Local Development Setup:

uv sync --all-extras
source .venv/bin/activate

This installs all dependencies, including the docs extras needed for these notebooks.

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