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# CNN-LSTM
A hybrid CNN-LSTM model for stock trend prediction. CNN layers detect short-term chart patterns, while LSTMs capture temporal dependencies. Enhanced with technical indicators, it classifies trends (UP, SIDEWAYS, DOWN) in real time, with ensemble fallback (LSTM, Random Forest) for robustness.

# NLP
A Unsupervised Machine Learning Pipeline that Summarises the news Corpus using LSA Summarising Technique and ranks the most important tokens semantically and the Sentiment Analysis that classifies the corpus into Positive , Negative or Neutral