Giorgi G.

ML Visualization

Visualization of Machine Learning Models

I developed an innovative visualization for alis.

Dynamic Tree Chart Design:

  • Each node represents an individual machine learning model.
  • Links indicate connections to parent models.
  • Interactive features: grouping, filtering, and color-coding based on various attributes.

Information Panel:

  • Located on the right side of the chart.
  • Provides detailed insights into each model.
  • Includes comparisons with parent models.

Real-Time Updates:

  • Chart dynamically updates with every change in the database.

User Interaction:

  • Ability for users to edit attributes directly from the sidebar.

Tech Stack:

  • D3.js, D3-hierarchy
  • Firestore Firebase
  • Google Cloud Engine
  • Node.js