Manciukic / xpysomLinks
XPySom is a minimalistic implementation of batch Self Organizing Map algorithm
☆18Updated 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 2 years ago
- Code for Sergeev et al. (2020)☆12Updated 2 years ago
- A Python package for handling Landsat data from EarthExplorer with xarray☆26Updated last week
- PYthon RAndom SAmpling for MEshes☆16Updated 2 weeks ago
- A lightweight machine learning framework for Xarray☆22Updated last year
- Analysis and visualisation of atmospheric model output powered by iris.☆16Updated 2 weeks ago
- Stats, linear algebra and einops for xarray☆67Updated this week
- Stratrigraphy simulation solver for the GeoStats.jl framework☆20Updated 3 weeks ago
- xarray accessor and zarr codec for working with video data☆18Updated last year
- Curated Docker images for use with Jupyter and Pangeo☆17Updated 5 years ago
- Collocate xarray trajectories in arbitrary physical dimensions☆20Updated 7 years ago
- A ML-oriented generic patcher for xarray data structures.☆18Updated 7 months ago
- 2022 EarthCube Annual Meeting☆11Updated 3 years ago
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Updated 2 years ago
- SOMperf: Self-organizing maps performance metrics and quality indices☆37Updated last year
- Convolutional Neural Networks for shoreline prediction☆12Updated last year
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆14Updated 7 months ago
- Python Climate Time Series package☆10Updated 2 years ago
- 🐶 🕵️ Great Dane turned Python environment detective☆53Updated 4 months ago
- Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed el…☆44Updated 3 years ago
- An IPython Widget for Earth Maps☆21Updated 6 years ago
- xarray-compatible digital signal processing tools☆10Updated 5 years ago
- Self-organizing maps (SOM) and k-means clustering for analyzing geospatial data.☆26Updated 2 years ago
- Robustly creating and updating Zarr data cubes from smaller subsets☆46Updated 5 months ago
- Simple examples of data pipelines from xarray to ML training☆22Updated 5 years ago
- High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.☆77Updated last year
- Advanced algorithms for xarray☆39Updated 6 months ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Updated 2 years ago
- An xarray extension for 3D terrain visualization.☆36Updated 3 years ago
- Interface for using cubed with xarray☆30Updated this week