Release Highlights
This version bring's several new featurs.
- Comprehensive Evaluation Suite (9d5532e, 72f5e8c)
- Introduced
evaluate_emotions()with accuracy, precision/recall, macro/micro F1, AUROC, ECE, and Krippendorff metrics.
- Introduced
- FindingEmo Dataset Integration (9887ba0, 9d5532e)
- Automated download/caching via
download_findingemo_data(), plus quality checks and annotation loaders.
- Automated download/caching via
- Vision Model Registry & Non‑CLIP Models (c107997, a1c1c94)
- Added registry helpers (
add_vision_model(),list_vision_models(), removal utilities) for managing vision backends. - Registered BLIP and ALIGN presets and refreshed Python pipelines for GPU detection and reticulate setup.
- Added registry helpers (
- New LLM Support for RAG (fd53c5e, e743032, 2c7a4b5, 79f874b)
- Expanded RAG stack with Gemma 3, Ministral 3B, Qwen 3, and TinyLLaMA options, plus retriever registry (vector + BM25).
- Added JSON parsing/validation, evaluation utilities, and quieter logging across the RAG workflow.
- VAD & Scoring Enhancements (2586e2f)
- Launched
map_discrete_to_vad()andvad_scores()for weighted NRC VAD mappings across transformer, image, and video outputs. - Extended test coverage to ensure consistent discrete→VAD conversions.
- Launched
- Docs & Infrastructure (a1c1c94, 2c7a4b5)