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1. ResearchOS ResearchOS Public

   This modern SciML platform is designed for practitioners eager to make the leap from supervised ML toward operator learning, inverse problems, hybrid differentiable solvers, and manifold/geometry t…

   Python

2. 281-CV-Land-Cover-Classification-with-Multispectral-and-Radar-Imagery 281-CV-Land-Cover-Classification-with-Multispectral-and-Radar-Imagery Public

   We use the M3LEO remote sensing dataset comprised of Sentinel-1 synthetic aperture radar (SAR), Sentinel-2 multispectral imagery, and auxiliary topographic data to formulate a machine learning pipe…

   Jupyter Notebook

3. 266-NLP-Final-Project-BERT-vs-ModernBERT 266-NLP-Final-Project-BERT-vs-ModernBERT Public

   We introduce a binarized approach to Lexical Complexity Prediction (Binary LCP) and systematically compare two generations of encoder-only Transformer models: BERT and ModernBERT. Work completed as…

   Jupyter Notebook

4. 255-ML-SystemDesign-and-Load-Test-Sample 255-ML-SystemDesign-and-Load-Test-Sample Public

   This report details around 70 experiments measuring the impact of requests per second and cache hit rates on system performance, tracking pod scaling, CPU/memory usage, and latency, with emphasis o…

5. SystemUtilities SystemUtilities Public

   SystemUtilities is a curated toolkit for developers and DevOps engineers working primarily on macOS environments. This repo provides comprehensive cheat sheets, scripts for creating and discovering…

   Jupyter Notebook

6. 205-A-Proposal-for-the-Metamorphosis-of-Algorithmic-Harm 205-A-Proposal-for-the-Metamorphosis-of-Algorithmic-Harm Public

   This DATASCI 205 Data Engineering paper employs graph algorithms to examine how bias can impact machine learning workflows, industry, and the world. It assumes a future state where AI compliance of…

   Jupyter Notebook