IKNL algorithms for vantage6

This documentation is generated from the repository vantage6-algorithms (github.com). This documentation space is intended for the use of IKNL build algorithms that can be executed in the vantage6 (vantage6.ai) infrastructure.

The following topics will be discussed per algorithm:

1. Mathmatics

   • Central

   • Federated

2. Implementation

   • Parameters

   • Algorithm

   • Output

3. Risks

4. Validation

5. Usage examples

Warning

You will not find here any technical documentation on the infrastructure. There is a seperate documentation page (docs.vantage6.ai) for this. There you can find documentation on how to use the infrastructure and how to build your own algorithms.

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Algorithms

Horizontal:

• Summary
• GLM
  • Mathmatics
    • Central
    • Federated
  • Implementation Details
    • Central Part
    • Federated Parts
    • Additional Notes
  • Validation
  • Usage examples
    • Run from R
    • Run from Python
  • References
• CoxPH

Vertical:

• 1. Kaplan-Meier