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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 6 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 3

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…

   7 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 1