Changelog

v1.2.1 (February 2026)

Features

• Proficiency score persistence to database
• Light/dark theme toggle in dashboard
• Combined edu figure in documentation

Bug Fixes

• Fixed _resolve_db_path error in edu commands
• Text wrapping for recommendations output

Documentation

• Expanded Educational Analytics section in paper
• Added Community Data Sharing details
• Reordered bibliography to match citation order

v1.2.0 (January 2026)

Features

• Educational Analytics module (nomad edu)
• Community dataset export (nomad community)
• Multi-cluster dashboard tabs
• Interactive session monitoring
• 3D force-directed network visualization

Improvements

• Partition-specific dashboard views
• Node health reflects CPU/memory pressure
• Failed jobs modal with categories

v1.1.0 (December 2025)

Features

• ML prediction ensemble (GNN, LSTM, Autoencoder)
• Derivative analysis for trend detection
• Slack and webhook alert backends

v1.0.0 (November 2025)

Initial release.