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cluster tree nodes (not nodes from the raw data) should be excluded when extracting exemplars during initializing or modifying PredictionData in https://github.com/scikit-learn-contrib/hdbscan/blob/94744a5715a639ecb084e803f96ddf6c909c3e07/hdbscan/flat.py#L789-L802 https://github.com/scikit-learn-contrib/hdbscan/blob/94744a5715a639ecb084e803f96ddf6c909c3e07/hdbscan/prediction.py#L134-L143 When cluster tree nodes are part of...
DBSCAN hybrid mode with the `cluster_selection_epsilon` parameter set to a value more than 0 does not support soft clustering on out of sample data We don't utilise `cluster_selection_epsilon` anywhere in...
in https://github.com/scikit-learn-contrib/hdbscan/blob/27f279c1b33b2729f7248e42e10fca1b6d700ec2/hdbscan/hdbscan_.py#L1234-L1240 the logic to choose tree type to generate prediction data instance does not respect the algorithm parameter chosen, for 'prims_kdtree' and 'boruvka_kdtree' `tree_type` should be 'kdtree' and for...
/python2.7/site-packages/hdbscan/prediction.py", line 484, in membership_vector clusterer.prediction_data_.cluster_tree) . File "hdbscan/_prediction_utils.pyx", line 217, in hdbscan._prediction_utils.outlier_membership_vector . File "hdbscan/_prediction_utils.pyx", line 224, in hdbscan._prediction_utils.outlier_membership_vector . File "hdbscan/_prediction_utils.pyx", line 213, in hdbscan._prediction_utils.per_cluster_scores .ZeroDivisionError: float division...
I tested your model which added in extra memorydatalayer and your bounding box regression layer. It seems that it takes longer time to perform the whole forward pass and outputs...
Great work you have done here, I wanted to see how you handled the distance computation for the two vertexes connected to the same edge (whether you computed distance for...