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1. CPET CPET Public

   Continuous Psychophysics with Eye Tracking: A MATLAB Based Program for Estimation of Contrast Sensitivity and Assessing Refractive Errors.

   MATLAB

2. Multi-Task-House-Prediction Multi-Task-House-Prediction Public

   The goal of this project is to build a multi-task learning model using PyTorch Lightning that predicts both house prices (a regression task) and house categories (a classification task). This invol…

   HTML

3. Patient-Readmission-Risk-Prediction-with-MLP-and-KAN Patient-Readmission-Risk-Prediction-with-MLP-and-KAN Public

   This project focuses on predicting patient readmission risk using two distinct neural network architectures: the traditional Multi-Layer Perceptron (MLP) and the novel Kolmogorov-Arnold Network (KA…

   Jupyter Notebook 5

4. Pandemic-Burnout-Predictor-ML-Insights-on-Employee-Well-being Pandemic-Burnout-Predictor-ML-Insights-on-Employee-Well-being Public

   An ML project leveraging causal inference to predict employee burnout rates during the pandemic, considering factors like work from home. Includes data analysis on mental health's impact on product…

   Jupyter Notebook

5. Instagram-Engagement-Enhancer Instagram-Engagement-Enhancer Public

   This project leverages the Google Vision API and Latent Dirichlet Allocation (LDA) for topic modeling to analyze Instagram images. By evaluating the association between image content and user engag…

   Jupyter Notebook

6. Text-Analytics-Salary-Prediction Text-Analytics-Salary-Prediction Public

   This project aims to build and test classification models to predict high and low salaries based on the text contained in job descriptions. The dataset used for this assignment is the "Job Salary P…

   Python