A lightweight, developer-friendly Python package for fine-tuning small language models using LoRA adapters and running on-device inference. Built for flexibility and rapid prototyping, SmoLoRA allows ...

This project predicts house sale prices using Machine Learning techniques on the Kaggle House Prices Dataset. We experimented with Linear Regression as a baseline model and compared it with more ...

Abstract: We experimentally demonstrate a UOWC system using uneven PAM4 scheme with a piecewise linear equalizer, achieving a 94.5% reduction of mean squared error, which matches the standard quality ...

Abstract: Linear regression and its variants have achieved considerable success in image classification. However, those methods still encounter two challenges when dealing with hyperspectral image ...