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  1. Image_Super_Resolution Image_Super_Resolution Public

    This repository provides a comparative analysis of three deep learning models for image super-resolution: Enhanced Deep Super-Resolution (EDSR), Very Deep Super-Resolution (VDSR), and Deep Recursiv…

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  2. Curriculum_learning-Music-Generation Curriculum_learning-Music-Generation Public

    This project investigates the impact of curriculum learning on symbolic music generation using the Music Transformer architecture. It provides scripts for preprocessing MIDI data, training models w…

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  3. PFAS_Toxicity_ML_Replication PFAS_Toxicity_ML_Replication Public

    Replication of AI4PFAS deep learning study on PFAS toxicity prediction, with added analysis on uncertainty, bias, and reproducibility.

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  4. Customer-Churn-Analysis Customer-Churn-Analysis Public

    This project analyzes customer churn for a media streaming subscription service. The primary goal is to identify key factors driving churn and build a predictive model that can help reduce customer…

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  5. End-to-End-Ecommerce-Analysis End-to-End-Ecommerce-Analysis Public

    This project analyzes Google Analytics 4 e-commerce data using SQL in BigQuery to uncover insights on customer behavior and business performance. It explores conversion funnels, marketing channel e…