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  1. AFS_BM-Algorithm AFS_BM-Algorithm Public

    This project provides a comprehensive toolset for feature selection using LightGBM, a gradient boosting framework that uses tree-based learning algorithms. The primary goal is to improve model perf…

    Python 4 1

  2. LGBM_MA LGBM_MA Public

    An implementation of a novel Gradient Boosting algorithm inspired by ARMA models, as detailed in the associated IEEE paper on nonlinear sequential regression.

    Jupyter Notebook 2

  3. HydraViT HydraViT Public

    HydraViT is a PyTorch implementation of the HydraViT model, an adaptive multi-branch transformer for multi-label disease classification from chest X-ray images. The repository provides the necessar…

    6 2

  4. Shell_App Shell_App Public

    Shell_App is an integrated data analysis and modeling platform, featuring scripts for EDA, ensemble techniques, LightGBM, and SARIMAX modeling. Designed for comprehensive data processing, the repos…

    Jupyter Notebook 1

  5. JointNet JointNet Public

    JointNET is a deep learning model designed to predict active inflammation in sacroiliac joints using radiographs. Developed using a dataset of 1,537 grade 0 SIJs, the model showcases superior accur…

    Python