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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++ 6 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