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1. Grokking-in-Transformer Grokking-in-Transformer Public

   This project builds on recent research that explores the phenomenon of Grokking. The goal is to investigate when, why, and how grokking occurs, focusing on transformers under various batch sizes.

   Python

2. BrainTumor_Learning BrainTumor_Learning Public

   This repository implements a pipeline for brain tumor image classification using a combination of contrastive learning (self-supervised learning) and fine-tuning techniques.

   Python

3. GrassCare GrassCare Public

   GrassCare is a Python package designed for visualizing high-dimensional Grassmannians on the Poincaré disk. This project offers a method akin to t-SNE, optimized for hierarchical data structures. T…

   Jupyter Notebook 2

4. Fusion-over-the-Grassmannian-for-High-Rank-Matrix-Completion Fusion-over-the-Grassmannian-for-High-Rank-Matrix-Completion Public

   This repository contains the implementation of the Grassmannian Fusion method for High-Rank Matrix Completion, as described in the paper “Fusion Over the Grassmannian for High-Rank Matrix Completio…

   Python 1

5. Group-Sparse-Subspace-Clustering-with-Elastic-Stars Group-Sparse-Subspace-Clustering-with-Elastic-Stars Public

   This repository provides the implementation of the Group-Sparse Subspace Clustering (SSC) method with the innovative Elastic Stars (ES) regularization.

   Python

6. Projects Projects Public

   These projects were all done by Huanran Li during his undergraduate study in University of Wisconsin-Madison.

   Jupyter Notebook 1