Pinned Repositories
3D-point-capsule-networks
3D Point Capsule Networks
A-Persistence-Based-Approach-to-Automatic-Detection-of-Line-Segments-in-Images
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 Segments in Images", International Workshop on Computational Topology in Image Context. Springer, Cham, 2019.
AR-Detection-Method-TDA-ML
Atmospheric River Pattern Detection Method (Topological Data Analysis + Machine Learning)
Atmospheric-Blocking-Classification-Persistent-Homology-2D-Convolutoional-Neural-Network
Atmospheric Blocking Classification: Persistent Homology + 2D Convolutoional Neural Network
emulation
Active learning for emulation of a cloud parcel model
new_project_mid_lat
All code for ICPR 2020 paper on atmospheric blocking detection (a binary classification + an localisation (regression task)) using CNNs based on VGG archs.
ppe_icon_model
This is a cloned ICON repository that is used for physics perturbed ensemble experiments.
project_causal_climate_dynamics
Causal discovery of drivers of the summer Himalayan precipitation
rl-reliability-metrics
The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as well as statistical tools for comparing algorithms and for computing confidence intervals on these metrics.
xarray-tutorial
Xarray Tutorials
muszyna25's Repositories
muszyna25/AR-Detection-Method-TDA-ML
Atmospheric River Pattern Detection Method (Topological Data Analysis + Machine Learning)
muszyna25/ppe_icon_model
This is a cloned ICON repository that is used for physics perturbed ensemble experiments.
muszyna25/project_causal_climate_dynamics
Causal discovery of drivers of the summer Himalayan precipitation
muszyna25/rl-reliability-metrics
The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as well as statistical tools for comparing algorithms and for computing confidence intervals on these metrics.
muszyna25/xarray-tutorial
Xarray Tutorials
muszyna25/academic-kickstart
muszyna25/emulation
Active learning for emulation of a cloud parcel model
muszyna25/new_project_mid_lat
All code for ICPR 2020 paper on atmospheric blocking detection (a binary classification + an localisation (regression task)) using CNNs based on VGG archs.
muszyna25/climate_indices
Climate indices for drought monitoring, community reference implementations in Python
muszyna25/creative-matplotlib
Store of assorted personal creative coding scripts & outputs
muszyna25/cvat
Powerful and efficient Computer Vision Annotation Tool (CVAT)
muszyna25/google-research
Google Research
muszyna25/h3
Hexagonal hierarchical geospatial indexing system
muszyna25/kepler-mapper
Kepler Mapper: A flexible Python implementation of the Mapper algorithm.
muszyna25/ludwig
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
muszyna25/MorphoPy
muszyna25/muszyna25.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
muszyna25/networkx
Official NetworkX source code repository.
muszyna25/pgmpy
Python Library for Inference (Causal and Probabilistic) and learning in Bayesian Networks
muszyna25/py-spy
Sampling profiler for Python programs
muszyna25/python-resources-for-earth-sciences
A Curated List of Python Resources for Earth Sciences
muszyna25/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, DPN, CSPNet, and more
muszyna25/salem
Add geolocalised subsetting, masking, and plotting operations to xarray
muszyna25/sc19-dl-tutorial
Hands-on material for the SC19 tutorial, Deep Learning at Scale
muszyna25/SeismicMesh
2D/3D serial and parallel triangular mesh generation tool for finite element methods.
muszyna25/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
muszyna25/TDALabs
muszyna25/testing_repo
muszyna25/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
muszyna25/Water-Security-in-the-Himalayas
Detecting changes in Himalayan glaciers and impacts on water security