A Python Library for Self Organizing Map (SOM)
☆552Apr 7, 2023Updated 3 years ago
Alternatives and similar repositories for SOMPY
Users that are interested in SOMPY are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MiniSom is a minimalistic implementation of the Self Organizing Maps☆1,590Jun 9, 2026Updated 3 weeks ago
- Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters☆278Dec 20, 2025Updated 6 months ago
- SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)☆117Mar 17, 2026Updated 3 months ago
- Modification of SOMPY repo with robust K-means clustering (bootstrapped SSE elbow method)☆13Apr 6, 2019Updated 7 years ago
- Python library for Self-Organizing Maps☆166Jan 16, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Kohonen vector quantizers (SOM, NG, GNG)☆70Jun 4, 2018Updated 8 years ago
- SOMperf: Self-organizing maps performance metrics and quality indices☆39Jul 11, 2024Updated last year
- Self organizing Kohonen map in Python with periodic boundary conditions☆135Nov 28, 2023Updated 2 years ago
- Efficient Self-Organizing Map for Sparse Data☆20Nov 27, 2020Updated 5 years ago
- MCS Segmentation, Classification, and Tracking Project: Data, Analyses, and Results☆15Jan 3, 2019Updated 7 years ago
- Codes and presentations for Data Driven Modeling course at ETH Zurich, chair for Computer Aided Architectural Design (CAAD)☆28Aug 7, 2017Updated 8 years ago
- Implementation of SOM and GSOM☆72Mar 4, 2026Updated 4 months ago
- Python code to create the Observational Large Ensemble.☆11Feb 13, 2023Updated 3 years ago
- Rectifying Self Organizing Map☆29Oct 7, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆13Jul 13, 2023Updated 2 years ago
- ☆15Jun 4, 2014Updated 12 years ago
- Recursive Self-Organizing Map/Neural Gas.☆54Dec 27, 2022Updated 3 years ago
- Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two ma…☆49Jun 17, 2024Updated 2 years ago
- Self-Organizing Map for unsupervised feature engineering and dimensionality reduction☆21Jan 21, 2013Updated 13 years ago
- A multi-gpu implementation of the self-organizing map in TensorFlow☆78Aug 1, 2022Updated 3 years ago
- A Python package of algorithms used to identify jet streams, based on xarray.☆32May 25, 2026Updated last month
- XPySom is a minimalistic implementation of batch Self Organizing Map algorithm☆19Sep 20, 2023Updated 2 years ago
- NeuPy is a Tensorflow based python library for prototyping and building neural networks☆736Nov 18, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated an…☆11Jun 10, 2024Updated 2 years ago
- ☆23Apr 3, 2023Updated 3 years ago
- Python Climate Time Series package☆11Nov 15, 2022Updated 3 years ago
- Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization☆103May 16, 2024Updated 2 years ago
- Implementation of Kohonen SOM for anomaly detection purposes.☆28Apr 25, 2024Updated 2 years ago
- A simple, rectangular self-organizing map with methods similar to clustering methods in Scikit Learn.☆81Jan 18, 2023Updated 3 years ago
- ☆13May 5, 2022Updated 4 years ago
- a toolbox for Earth System Model analysis☆29Aug 8, 2021Updated 4 years ago
- neuralpy - neural network library written in python☆12Jun 25, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- SOM clustering on IRIS dataset☆16Jul 28, 2018Updated 7 years ago
- MultiVariate Pattern Analysis in Python☆325Mar 13, 2026Updated 3 months ago
- Random snippets based on tensorflow☆10Jan 22, 2016Updated 10 years ago
- a very fast parser for sparse matrix at libsvm format☆10Nov 13, 2017Updated 8 years ago
- Create boundary and initial conditions for WRF-Chem simulation☆19Jun 21, 2026Updated 2 weeks ago
- Configuration Space Covariances for Projected Galaxy 2-Point Statistics☆15Aug 13, 2025Updated 10 months ago
- Model Ensemble tool for batch workflows on HPCs☆16Jan 28, 2026Updated 5 months ago