Manciukic / xpysomLinks
XPySom is a minimalistic implementation of batch Self Organizing Map algorithm
☆19Updated 2 years ago
Alternatives and similar repositories for xpysom
Users that are interested in xpysom are comparing it to the libraries listed below
Sorting:
- A simple, rectangular self-organizing map with methods similar to clustering methods in Scikit Learn.☆81Updated 3 years ago
- SOMperf: Self-organizing maps performance metrics and quality indices☆39Updated last year
- PYthon RAndom SAmpling for MEshes☆15Updated 3 weeks ago
- Collocate xarray trajectories in arbitrary physical dimensions☆21Updated 7 years ago
- Simple examples of data pipelines from xarray to ML training☆22Updated 6 years ago
- A Python package for handling Landsat data from EarthExplorer with xarray☆26Updated last week
- Code for Sergeev et al. (2020)☆14Updated 2 years ago
- High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.☆77Updated last year
- SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)☆115Updated last year
- A lightweight machine learning framework for Xarray☆22Updated 2 years ago
- Figures with precise control over overall width, plot aspect ratio, between-plot spacing, and colorbar dimensions.☆17Updated 4 years ago
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆12Updated 6 years ago
- Python Climate Time Series package☆11Updated 3 years ago
- A spatial aware implementation of elliptical Fourier analysis☆22Updated 2 years ago
- ☆15Updated 11 years ago
- Stratrigraphy simulation solver for the GeoStats.jl framework☆20Updated last month
- Collection of Python scripts and notebooks to demonstrate plotting on the ICON grid.☆17Updated last year
- Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed el…☆45Updated 3 years ago
- Advanced algorithms for xarray☆39Updated 10 months ago
- Continuous wavelet transform with xarray.☆17Updated 2 years ago
- Source code for animating a spinning globe, consisting of hexagons.☆16Updated 5 years ago
- This is the repo for a python package that does model comparison between different regression models.☆22Updated 7 years ago
- Interactivate plotting of NetCDF data in Python☆13Updated 6 months ago
- Multiple linear regression from Statsmodels library coupled with Xarray library☆14Updated 6 years ago
- Hill Shading implementation for Matplotlib☆11Updated 10 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆16Updated 2 months ago
- Trajectory analysis software, that produces time height cross sections with residencte time clustered by surface type.☆12Updated 5 months ago
- Analysis and visualisation of atmospheric model output powered by iris.☆19Updated 3 weeks ago
- Materials for a workshop focusing on https://jobqueue.dask.org☆28Updated 6 years ago
- A Panel app to demonstrate distorsions created by non-perceptual colormaps on geophysical data☆11Updated this week