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@winosaurus @REU-GRYD-2023

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K0EKJE/README.md

  • ๐Ÿ‘‹ Hi, Iโ€™m Rain
  • ๐Ÿ‘€ I'm interested in machine learning and data science
  • ๐Ÿ“ซ How to reach me: [email protected]

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  1. CNN_compression_with_Tensor_Decomposition CNN_compression_with_Tensor_Decomposition Public

    Research in compressing convolutional layers of CNN with tensor decomposition

    Python 8

  2. LLM-Based-News-Recommendation LLM-Based-News-Recommendation Public

    Flask-based web application designed for similarity searches on news articles, which can be generalized to any text corpus. Input a paragraph or url and returns the most similar news articles from โ€ฆ

    Python

  3. 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

  4. Python-Blogs Python-Blogs Public

    This repo hosts the files for my Quarto blogs(https://yqdd.quarto.pub/myblog/), which contain some tutorial notebooks I wrote with python.

    HTML

  5. MaskDetection MaskDetection Public

    Implementation of three algorithms, including YOLOv8, YOLOv5, and a customized model, to detect mask wearing. The customized model uses ResNet and VGG as backbone feature extracter, and OpenCV for โ€ฆ

    Jupyter Notebook

  6. House_Price_Prediction House_Price_Prediction Public

    Scraped over 130,000 lines of real estate data from https://cd.lianjia.com/ershoufang/; perform exploratory data analysis and build predicting machine learning models

    Jupyter Notebook