pyclustering
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annoviko
pyclustering is a Python, C++ data mining library.
Hello, I would like to know if it is possible to predict the cluster of a new data point using its distances to the other points with Kmedoids ? As...
There is an error in the implementation of ROCK algorithm. In the original paper describing the algorithm, the authors stress the fact that they use the number of links (defined...
Hi, I have a dataset with purely categorical features. After some research I found that the ROCK algorithm can be used to cluster categorical data, and has some advantages over...
**Introduction** One of the tests is wrong, but pass (sample 4 should be instead of 3): ``` def testInitializerForKmeansSampleSimple04(self): self.templateKmeansPlusPlusForClustering(SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 5, [15, 15, 15, 15, 15]) ```
**Introduction** When user-custom structure is needed, then crash happens in case of `ccore=True`. Example: ``` amount_neurons = 8 network = sync_network(amount_neurons, type_conn=conn_type.DYNAMIC, ccore=True) # build circle structure for i in...
**Introduction** Current C++ implementation `pyclustering::clst::clique` is not optimal in case of high dimensional data. See complaint: #634 **Description** Algorithm should work for high-dimensional data. No need to build blocks physically,...
The PAM/k-medoids implementation appears to implement SWAP, but not the BUILD part for initializing PAM. Instead you have to provide good starting medoids. I tired benchmarking it on a larger...
**Introduction** The CI job fails for TestPyPi repository. See details: https://github.com/annoviko/pyclustering/runs/1425044829?check_suite_focus=true
**Introduction** There are bunch of documentations for different versions. In line with the statistic there are a lot of requests to version 0.8 that might bring to misunderstanding. In order...
**Introduction** Currently `setup.py` and installation process are not tested by CI. **Description** New CI Job should be introduced in order to build package and install it. **Acceptance Criteria** - [...