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albert

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deep_classiflie_db

Deep_classiflie_db is the backend data system for managing Deep Classiflie metadata, analyzing Deep Classiflie intermediate datasets and orchestrating Deep Classiflie model training pipelines. Deep_classiflie_db includes data scraping modules for the initial model data sources. Deep Classiflie depends upon deep_classiflie_db for much of its anal…

  • Updated Feb 2, 2021
  • Jupyter Notebook

Social media platforms like Twitter are key sources of information during disasters, but sorting relevant tweets is challenging. In this project, I used machine learning to classify tweets as disaster-related or not, applying models like RNNs, BiLSTMs, GRUs, and ALBERT on a Kaggle dataset labeled for disaster content.

  • Updated Oct 12, 2024
  • Jupyter Notebook

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