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1. Gaussian-Process-Estimation-for-Unobserved-Temperature-Data Gaussian-Process-Estimation-for-Unobserved-Temperature-Data Public

   This project explores the application of Gaussian processes to estimate unobserved temperature data in Boston. We utilize Gaussian processes to model temperature variations, leveraging historical a…

   Jupyter Notebook

2. Deciphering-Long-Term-CO2-Trends-A-Time-Series-Analysis-of-Mauna-Loa-Data Deciphering-Long-Term-CO2-Trends-A-Time-Series-Analysis-of-Mauna-Loa-Data Public

   Using sophisticated time series analysis techniques on Mauna Loa Observatory data, we unveil insightful patterns and trends crucial for understanding climate change dynamics. This project showcases…

   Jupyter Notebook 1

3. Estimating-Ocean-Flows-with-Gaussian-Processes Estimating-Ocean-Flows-with-Gaussian-Processes Public

   The Philippine Archipelago is a fascinating multiscale ocean region. Its geometry is complex, with multiple straits, islands, steep shelf-breaks, and coastal features, leading to partially intercon…

   Jupyter Notebook

4. Monitoring-Inland-Surface-Water-Area-using-Google-Earth-Engine-Python Monitoring-Inland-Surface-Water-Area-using-Google-Earth-Engine-Python Public

   In this project, we’ll explore the process of developing a powerful tool to monitor inland surface water areas using the Google Earth Engine (GEE) platform and Python. By leveraging geospatial data…

5. Collaborative-Filtering-via-Gaussian-Mixtures Collaborative-Filtering-via-Gaussian-Mixtures Public template

   This project aims to build a mixture model for collaborative filtering using Gaussian mixtures. The dataset used consists of movie ratings provided by users, extracted from a subset of the Netflix …

   Python 1

6. Genomics-and-High-Dimensional-Data Genomics-and-High-Dimensional-Data Public

   In this project, we will analyze a single-cell RNA-seq dataset, with the goal of unveiling hierarchical structure and discovering important genes. The datasets provided are all different subsets of…

   Jupyter Notebook 1