| add_cluster | DSD Moving Generator |
| add_keyframe | Moving Generator Cluster |
| animate | Animates the plotting of a DSD and the clustering process |
| animate_cluster | Animates the plotting of a DSD and the clustering process |
| animate_data | Animates the plotting of a DSD and the clustering process |
| animation | Animates the plotting of a DSD and the clustering process |
| BICO | BICO - Fast computation of k-means coresets in a data stream |
| bico | BICO - Fast computation of k-means coresets in a data stream |
| BIRCH | Balanced Iterative Reducing Clustering using Hierarchies |
| birch | Balanced Iterative Reducing Clustering using Hierarchies |
| change_alpha | DBSTREAM clustering algorithm |
| clean_outliers | Clean Outliers from the Outlier Detecting Clusterer |
| clean_outliers.DSC_Outlier | Clean Outliers from the Outlier Detecting Clusterer |
| close_stream | Read a Data Stream from File |
| D-Stream | D-Stream Data Stream Clustering Algorithm |
| d-stream | D-Stream Data Stream Clustering Algorithm |
| DBSTREAM | DBSTREAM clustering algorithm |
| dbstream | DBSTREAM clustering algorithm |
| DefaultEvalCallback | Default Class for Evaluation Callbacks |
| description | Data Stream Data Generator Base Classes |
| DSC | Data Stream Clusterer Base Classes |
| DSClassify | Abstract Class for Data Stream Classifiers |
| DSC_BICO | BICO - Fast computation of k-means coresets in a data stream |
| DSC_BIRCH | Balanced Iterative Reducing Clustering using Hierarchies |
| DSC_DBSCAN | DBSCAN Macro-clusterer |
| DSC_DBSTREAM | DBSTREAM clustering algorithm |
| DSC_DStream | D-Stream Data Stream Clustering Algorithm |
| DSC_EA | Evolutionary Algorithm |
| DSC_evoStream | evoStream - Evolutionary Stream Clustering |
| DSC_Hierarchical | Hierarchical Micro-Cluster Reclusterer |
| DSC_Kmeans | Kmeans Macro-clusterer |
| DSC_Macro | Abstract Class for Macro Clusterers |
| DSC_Micro | Abstract Class for Micro Clusterers |
| DSC_Outlier | Abstract Class for Outlier Detection Clusterers |
| DSC_R | Data Stream Clusterer Base Classes |
| DSC_Reachability | Reachability Micro-Cluster Reclusterer |
| DSC_registry | Data Stream Clusterer Base Classes |
| DSC_Sample | Extract a Fixed-size Sample from a Data Stream |
| DSC_SinglePass | Abstract Class for Single-Pass Clusterers |
| DSC_Static | Create as Static Copy of a Clustering |
| DSC_TwoStage | TwoStage Clustering Process |
| DSC_Window | A sliding window from a Data Stream |
| DSD | Data Stream Data Generator Base Classes |
| DSD_BarsAndGaussians | Data Stream Generator for Bars and Gaussians |
| DSD_Benchmark | Data Stream Generator for Benchmark Data |
| DSD_Cubes | Static Cubes Data Stream Generator |
| DSD_Gaussians | Mixture of Gaussians Data Stream Generator |
| DSD_Memory | A Data Stream Interface for Data Stored in Memory |
| DSD_MG | DSD Moving Generator |
| DSD_mlbenchData | Stream Interface for Data Sets From mlbench |
| DSD_mlbenchGenerator | mlbench Data Stream Generator |
| DSD_MovingGenerator | DSD Moving Generator |
| DSD_R | Data Stream Data Generator Base Classes |
| DSD_ReadCSV | Read a Data Stream from File |
| DSD_ReadDB | Read a Data Stream from an open DB Query |
| DSD_ScaleStream | Scale a Stream from a DSD |
| DSD_Target | Target Data Stream Generator |
| DSD_UniformNoise | Uniform Noise Data Stream Generator |
| DSFP | Abstract Class for Frequent Pattern Mining Algorithms for Data Streams |
| DSO | Data Stream Operator Base Classes |
| DSO_Sample | Sampling from a Data Stream (Data Stream Operator) |
| DSO_Window | Sliding Window (Data Stream Operator) |
| DST | Abstract Base Class for All Data Stream Mining Tasks |
| dstream | D-Stream Data Stream Clustering Algorithm |
| EvalCallback | Abstract Class for Evaluation Callbacks |
| evaluate | Evaluate Clusterings |
| evaluate_callback | Abstract Class for Evaluation Callbacks |
| evaluate_cluster | Evaluate Clusterings |
| evaluate_cluster_with_callbacks | Evaluate Clusterings |
| evaluate_with_callbacks | Evaluate Clusterings |
| get_assignment | Assignment Data Points to Clusters |
| get_attraction | D-Stream Data Stream Clustering Algorithm |
| get_centers | Get Cluster Centers from a DSC |
| get_clusters | DSD Moving Generator |
| get_cluster_assignments | DBSTREAM clustering algorithm |
| get_copy | Create a Deep Copy of a DSC Object |
| get_keyframes | Moving Generator Cluster |
| get_macroclusters | Data Stream Clusterer Base Classes |
| get_macroweights | Data Stream Clusterer Base Classes |
| get_microclusters | Data Stream Clusterer Base Classes |
| get_microweights | Data Stream Clusterer Base Classes |
| get_outlier_positions | Abstract Class for Outlier Detection Clusterers |
| get_points | Get Points from a Data Stream Generator |
| get_shared_density | DBSTREAM clustering algorithm |
| get_weights | Get Cluster Weights |
| keyframe | Moving Generator Cluster |
| MGC | Moving Generator Cluster |
| MGC_Function | Moving Generator Cluster |
| MGC_Linear | Moving Generator Cluster |
| MGC_Noise | Moving Generator Cluster |
| MGC_Random | Moving Generator Cluster |
| MGC_Shape_Block | Moving Generator Cluster |
| MGC_Shape_Gaussian | Moving Generator Cluster |
| MGC_Static | Moving Generator Cluster |
| microToMacro | Translate Micro-cluster IDs to Macro-cluster IDs |
| MovingGenerator | DSD Moving Generator |
| nclusters | nclusters |
| noutliers | Abstract Class for Outlier Detection Clusterers |
| plot | Plotting Data Stream Data and Clusterings |
| plot.DSC | Plotting Data Stream Data and Clusterings |
| plot.DSD | Plotting Data Stream Data and Clusterings |
| print.stream_eval | Evaluate Clusterings |
| prune_clusters | Prune Clusters from a Clustering |
| readDSC | Save and Read DSC Objects |
| recheck_outlier | Abstract Class for Outlier Detection Clusterers |
| recluster | Re-clustering micro-clusters |
| remove_cluster | DSD Moving Generator |
| remove_keyframe | Moving Generator Cluster |
| reset_stream | Reset a Data Stream to its Beginning |
| save | Save and Read DSC Objects |
| saveDSC | Save and Read DSC Objects |
| scale_stream | Read a Data Stream from File |
| update | Update a Data Stream Clustering Model |
| update.DSC_R | Update a Data Stream Clustering Model |
| update.DSC_TwoStage | Update a Data Stream Clustering Model |
| update.DSO_Sample | Update a Data Stream Clustering Model |
| update.DSO_Window | Update a Data Stream Clustering Model |
| write_stream | Write a Data Stream to a File |
| write_stream.DSD | Write a Data Stream to a File |