# Macroeconomic Sentiment Analysis Pipeline # Multi-head transformer ensemble + dictionary signals from macro_sentiment.pipeline import MacroSentimentPipeline, MacroSentimentResult from macro_sentiment.dictionaries import ( CombinedDictionaryScorer, LoughranMcDonaldScorer, HenryScorer, ClimateExposureScorer, MacroDictionaryScorer, ) from macro_sentiment.transformers_ensemble import ( TransformerEnsemble, FinBERTHead, FinancialRoBERTaHead, ClimateBERTHead, MultilingualHead, TopicRouter, DEFAULT_FINBERT, DEFAULT_ROBERTA, DEFAULT_CLIMATEBERT, DEFAULT_MULTILINGUAL, ORIGINAL_FINBERT, ORIGINAL_ROBERTA, ORIGINAL_CLIMATEBERT, ) __version__ = "0.3.0"