crucible_framework

Fairness and bias detection library for Elixir AI/ML systems. Provides comprehensive fairness metrics, bias detection algorithms, and mitigation techniques.

Published 6 months ago

Multi-model ensemble prediction with voting strategies for AI reliability. Leverages BEAM parallelism for massively concurrent LLM queries.

Published 6 months ago

Request hedging for tail latency reduction in distributed systems. Implements Google's 'Tail at Scale' with adaptive strategies. Reduces P99 latency by 75-96%.

Published 6 months ago

Model versioning, artifact storage, and lineage tracking for ML pipelines

Published 3 months ago

Model deployment orchestration with health checking and rollback

Published 3 months ago

Unified ML training infrastructure for Elixir/BEAM

Published 3 months ago

Feedback collection, drift detection, and active learning for ML pipelines

Published 3 months ago