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  1. project_causal_climate_dynamics project_causal_climate_dynamics Public

    Causal discovery of drivers of the summer Himalayan precipitation

    Jupyter Notebook 1 1

  2. emulation emulation Public

    Active learning for emulation of a cloud parcel model

    Jupyter Notebook

  3. AR-Detection-Method-TDA-ML AR-Detection-Method-TDA-ML Public

    Atmospheric River Pattern Detection Method (Topological Data Analysis + Machine Learning)

    C++ 7 4

  4. new_project_mid_lat new_project_mid_lat Public

    All code for ICPR 2020 paper on atmospheric blocking detection (a binary classification + an localisation (regression task)) using CNNs based on VGG archs.

    Python

  5. A-Persistence-Based-Approach-to-Automatic-Detection-of-Line-Segments-in-Images A-Persistence-Based-Approach-to-Automatic-Detection-of-Line-Segments-in-Images Public

    A Persistence-Based Approach to Automatic Detection of Line Segments in Images - Paper: Kurlin, Vitaliy, and Muszynski Grzegorz, "A Persistence-Based Approach to Automatic Detection of Line Segment…

    C

  6. Atmospheric-Blocking-Classification-Persistent-Homology-2D-Convolutoional-Neural-Network Atmospheric-Blocking-Classification-Persistent-Homology-2D-Convolutoional-Neural-Network Public

    Atmospheric Blocking Classification: Persistent Homology + 2D Convolutoional Neural Network

    Python 1