Andrei Novikov
Andrei Novikov
**Introduction** Minimum energy method for agglomerative clustering algorithm is required. **Description** - [ ] Minimum energy method for python implementation. - [ ] Minimum energy method for C++ implementation. Resources:...
**Introduction** There is request to support categorical data for Gower distance, like in following article: - https://towardsdatascience.com/clustering-on-mixed-type-data-8bbd0a2569c3 **Description** It is not a big deal to support in python part of...
**Problem Description** There are warnings about visualization from matplotlib - impossible to display anything (expected behaviour) - see travis-ci MAC OS build. Warnings should be suppressed. ``` testVisualizeSimple18NoFailure (pyclustering.nnet.tests.integration.it_syncsegm.SyncsegmIntegrationTest) ......
**Introduction** There is parameter 'crossover rate' that is used by genetic clustering algorithm and this parameter is not used. **Description** Parameter should be used and algorithm should be influenced by...
Sync for graph coloring should be implemented in CCORE, and gcolor.sync should provide opportunity to use it.
SYNC-SOM should implemented in CCORE library. Network description: - A.Novikov, E.Benderskaya. SYNC-SOM Double-layer Oscillatory Network for Cluster Analysis. 2014. Demands: - Implementation should be independent from pyclustering. - Interface should...
Often image is processed before it segmented and it's very useful to display prepared image for segmentation. Therefore opportunity to display image from array should be provided in following functions:...
Simplify version of LEGION is proposed where no differential equations and that can perform real segmentation.
Legion visualizer is required: - Dynamic representation (global inhibitor should be taken into account). - Synchronous ensembles representation. - Correlation. - Animation of the output dynamic on surface.
**Introduction** Freeman’s model is a biologically realistic computational model of the olfactory cortex. **Resources** - W. Freeman, Mass Action in the Nervous System. New York: Academic, 1975. - J. Principe,...