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SongxiYoung/README.md

About Me

I’m Songxi Yang, a Ph.D. student in Geospatial Information Science in Spatial Computing and Data Mining Lab at University of Wisconsin-Madison, minor in Computer Science, working with Prof. Qunying Huang.

My Google Scholar

Research Interests

  • Machine Learning: XGBoost, Bayesian Methods, Classification, Regression, Clustering, Ensemble Methods
  • Deep Learning: Self-Supervised Learning, Vision Transformers, Transfer Learning
  • Generative AI: Diffusion Model, Image Super Resolution
  • MLOps: Google Cloud Platform (Vertex AI, Cloud Run), Google Earth Engine, Docker, Git, Bash

Languages and Tools

c cplusplus csharp gcp git javascript linux matlab mongodb pandas photoshop postgresql python pytorch qt scikit_learn tensorflow unity

songxiyoung

 songxiyoung

songxiyoung

Popular repositories Loading

  1. 2021-SIF-GPP-Across-Vegetation-Types 2021-SIF-GPP-Across-Vegetation-Types Public

    An exploration of solar-induced chlorophyll fluorescence (SIF) factors simulated by SCOPE for capturing GPP across vegetation types

    MATLAB 3

  2. xview2_change xview2_change Public

    Python 2

  3. 2019-PhotogrammetryAlgorithms 2019-PhotogrammetryAlgorithms Public

    This coursework used Qt and C++ to design photogrammetry algorithms and to build the interface framework.

    C++ 1

  4. Landsat-Sentinel-Super-Resolution Landsat-Sentinel-Super-Resolution Public

    Python 1

  5. 2023-UrbanizationCarbonDioxideonVegetation 2023-UrbanizationCarbonDioxideonVegetation Public

    discussing how human interaction affect terrestrial carbon cycle.

    MATLAB

  6. 2020-SIFRetrievalSoftware 2020-SIFRetrievalSoftware Public

    An automatic hyperspectral remote sensing radiance data SIF retrieval pipeline.

    Python