nikwilms / ESG-Score-Prediction-from-Sustainability-Reports

This repository contains code and data for a machine learning model that predicts ESG (Environmental, Social, and Governance) scores based on sustainability reports and company data. It's a valuable resource for researchers, investors, and sustainability professionals interested in ESG score prediction using machine learning techniques.
MIT License
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Non-Negative Matrix Factorization (NMF) #28

Closed mariusbosch closed 9 months ago

mariusbosch commented 10 months ago

Apply LDA or NMF to your preprocessed text data. These algorithms will identify topics and assign words to each topic based on their co-occurrence patterns in the documents.