IntraSOM: A comprehensive Python library for Self-Organizing Maps with hexagonal toroidal maps training and missing data handling.
Rodrigo César Teixeira de GouvêaRafael dos Santos GioriaGustavo Rodovalho MarquesCleyton de Carvalho CarneiroPublished in: Softw. Impacts (2023)
Keyphrases
- self organizing maps
- data handling
- high dimensional input data
- feature maps
- neural network
- data analysis
- unsupervised learning
- data management
- competitive learning
- data processing
- input data
- open source
- neural gas
- topology preserving
- som neural network
- programming language
- neural network model
- newly developed
- training set
- network anomaly detection
- supervised learning
- image segmentation
- visualization methods
- object recognition
- k means
- computer vision
- databases