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1. Retrieval-Augmented-Generation-for-PodCastQA Retrieval-Augmented-Generation-for-PodCastQA Public

   A RAG system build with LangChain and Ollma. Llama 3.2 as generator and BGE as embedding model.

   Python 2

2. CNN_compression_with_Tensor_Decomposition CNN_compression_with_Tensor_Decomposition Public

   Research in compressing convolutional layers of CNN with tensor decomposition

   Python 10

3. LLM-Based-News-Recommendation LLM-Based-News-Recommendation Public

   Flask-based web application designed for similarity searches on news articles. Input a paragraph or url and returns the most similar news articles from the database.

   Python 3

4. Market-Sentiment-Analysis Market-Sentiment-Analysis Public

   Fine tuned a RoBERTa to analyze the relationship between Chinese investors' sentiment and Shanghai composite index, using online comment data crawled with selenium.

   Python

5. MaskDetection MaskDetection Public

   Implementation of YOLOv8, YOLOv5, and a customized model, to detect mask wearing.

   Jupyter Notebook