FlorentF9 / DESOMView external linksLinks
Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
☆101May 16, 2024Updated last year
Alternatives and similar repositories for DESOM
Users that are interested in DESOM are comparing it to the libraries listed below
Sorting:
- Clustering stability analysis in Python with a scikit-learn compatible API.☆22May 17, 2023Updated 2 years ago
- Keras implementation of the Deep Temporal Clustering (DTC) model☆236Dec 5, 2025Updated 2 months ago
- SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)☆115Jan 26, 2025Updated last year
- A General Model for Learning and Decision-Making in Artificial Animals☆10Jun 18, 2017Updated 8 years ago
- The backbone of my geo-spatial analysis code.☆10Jan 14, 2024Updated 2 years ago
- Modification of SOMPY repo with robust K-means clustering (bootstrapped SSE elbow method)☆13Apr 6, 2019Updated 6 years ago
- A Python package of algorithms used to identify jet streams, based on xarray.☆30Updated this week
- MiniSom is a minimalistic implementation of the Self Organizing Maps☆1,575Jan 14, 2026Updated last month
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆38Nov 25, 2024Updated last year
- ☆13May 5, 2022Updated 3 years ago
- Hierarchical self-organizing maps for unsupervised pattern recognition☆61Dec 20, 2019Updated 6 years ago
- missing data handing: visualize and impute☆18Jul 31, 2019Updated 6 years ago
- A novel model for multi-view clustering☆15Jan 4, 2019Updated 7 years ago
- Non-Axiomatic Causal Explorer☆20May 6, 2025Updated 9 months ago
- diagnostic analyses and calculations in contour-based coordinates☆18Aug 20, 2024Updated last year
- Python library for Self-Organizing Maps☆164Jan 16, 2024Updated 2 years ago
- Python wrapper for Mie theory libraries used in aerosol radiative calculations☆13Mar 18, 2018Updated 7 years ago
- Pytorch Deep Clustering with Convolutional Autoencoders implementation☆108Oct 5, 2020Updated 5 years ago
- RTE+RRTMGP is a set of codes for computing radiative fluxes in planetary atmospheres. This fork uses neural networks for the gas optics c…☆19Dec 8, 2022Updated 3 years ago
- XPySom is a minimalistic implementation of batch Self Organizing Map algorithm☆19Sep 20, 2023Updated 2 years ago
- Xarray version of Marine Heatwaves code by Eric Olivier☆26Sep 2, 2025Updated 5 months ago
- Implementation of [Deep Clustering for Unsupervised Learning of Visual Features]☆19Oct 11, 2018Updated 7 years ago
- TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199☆198Mar 24, 2023Updated 2 years ago
- 🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.☆28Oct 16, 2025Updated 3 months ago
- Recursive Self-Organizing Map/Neural Gas.☆54Dec 27, 2022Updated 3 years ago
- ☆30Jul 15, 2021Updated 4 years ago
- Comparison of Variational Autoencoders with Bayesian Neural Networks. Accuracy, Latent space, Reconstruction and White Noise filtering.☆28Feb 16, 2018Updated 7 years ago
- FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data☆34Jun 16, 2022Updated 3 years ago
- Pytorch implementation of our article "Clustering-driven Deep Embedding with Pairwise Constraints"☆27May 31, 2018Updated 7 years ago
- python code for dynamic tropopause calculations☆36May 9, 2020Updated 5 years ago
- ☆39Nov 19, 2025Updated 2 months ago
- Implementation of Deep Temporal Clustering.☆73Jan 25, 2026Updated 2 weeks ago
- ☆10Dec 17, 2019Updated 6 years ago
- Analysis pipeline for the Ames GCM☆12Updated this week
- Clustering algorithms processing methods on astronomical spectra.☆10Oct 24, 2023Updated 2 years ago
- Sparsey, trademark Neurithmic Systems, is unsupervised learning algorithm inspired from the computations of cortical macro-columns and mi…☆12Feb 27, 2023Updated 2 years ago
- Python code to manage ERA5 downloads at NCI☆34Mar 26, 2021Updated 4 years ago
- A simple, rectangular self-organizing map with methods similar to clustering methods in Scikit Learn.☆81Jan 18, 2023Updated 3 years ago
- A Python Library for Self Organizing Map (SOM)☆552Apr 7, 2023Updated 2 years ago