Skip to main content
The Onyx Engine Platform at engine.onyx-robotics.com provides a web interface for managing datasets, training models, and analyzing results.

Key Features

System Overview

Visualize your complete data and model lineage with interactive node graphs

Dataset Management

Upload, process, and explore your hardware data

Training Jobs

Monitor training progress with real-time loss curves and predictions

Model Analysis

Compare model versions and visualize performance metrics

When to Use the Platform vs SDK

TaskPlatformSDK
Upload dataQuick uploads, drag-and-dropProgrammatic uploads, large datasets
Configure featuresVisual feature selectionCode-defined feature relationships
Start trainingSimple configurationsComplex configs, automation
Monitor progressReal-time visualizationsTerminal output
Compare modelsSide-by-side chartsProgrammatic analysis
Download modelsOne-click downloadload_model()
Use the platform for exploration and visualization, and the SDK for automation and production workflows.

Platform Layout

System Overview

The main dashboard shows your complete data lineage:
System Overview node graph
  • Node Graph: Interactive visualization of datasets and models
  • Table View: List of all objects with versions and metadata
  • Lineage Tracking: See which datasets trained which models
  • Select breadcrumb: Navigate to specific objects
  • Inspector panel: Quick view of selected object details
  • Tool palette: Upload, create, and manage objects

Getting Started

  1. Sign up at engine.onyx-robotics.com
  2. Explore the example datasets included with your account
  3. Upload your own data using the Upload button
  4. Train a model using the platform or SDK

Example Workflow

1

Upload Dataset

Drag your CSV or Parquet file into the System Overview
2

Process Features

Select which columns to include and set the time step
3

Configure Model

Choose architecture and define input/output relationships
4

Train

Start training and monitor progress in real-time
5

Analyze

View loss curves, test predictions, and download your model

Account Settings

Access settings via the profile icon in the top right:
  • API Keys: Generate keys for SDK authentication
  • Team Management: Invite collaborators (enterprise plans)
  • Usage: View training credits and storage

Next Steps