We are re-visiting our 2017 roadmap and will publish a new version by the end of June. Check back soon!

Additional Resources

Some additional links to relevant repositories and examples are below.

• A minimal modeling project example
• More detailed modeling examples
• The GitHub repository for Syberia
• The modeling engine

The modeling engine outlined in this guide is built on top of the following packages.

Name	Status
Mungebits2
Stagerunner
Tundra
Director

Syberia is currently released with the following engines.

Name	Status	Description
Base		The base engine that defines routes and controllers.
Modeling		The modeling engine for deploying structured learning problems.
Example		The hello world of modeling projects. Can be used for new projects.
Examples		Some examples from Kaggle and other sources in Syberia.

• Introduction
• An example
• Additional resources
• Download and Setup
  • Troubleshooting
• Basic Usage
• Modeling 101
  • The Basic Modeling Cycle
  • The Four Stages
• Mungebits
  • The Basic Mungebit
  • Testing Mungebits
  • Advanced Mungebits
• Stagerunner
  • The Execution Cycle
  • A Simple Stagerunner
  • More Complicated Runners
  • The Modeling Engine
  • Re-running Stages
  • The Modeling Cycle
• Model Objects
  • The Tundra Container
  • Serialization of Model Objects
  • Constructing Model Objects
  • Help From Modeling Engine
  • Appendix: Model Deflation
  • Appendix: Custom Serializers
• Managing Large Projects
  • Modeling Engine Conventions
  • The Base Engine
  • Basic Director Object
  • Preprocessors and Parsers
  • Additional Functionality
• Testing
  • Defining Tests
  • Testing Models
  • Appendix: Test Configuration
  • Appendix: Continuous Integration
• Deployment
• Summary and Review
  • The Modeling Engine
  • The Base Engine
  • The Modeling Grammar
  • Mungebits
• Roadmap